Artificial Intelligence is a way to help machines act like people. It means making computers smart enough to do things that usually need human thinking, like seeing, understanding speech, making choices, and changing one language to another. Because of these cool abilities, we have picked the top 20 easy Artificial Intelligence project ideas that are perfect for beginners. If this sounds interesting, keep reading the blog till the end.

1. Chatbot: A chatbot is a smart computer program that can talk with people through websites, phone apps, calls, or messages. Chatbots are getting more and more popular. Many company websites use chatbots to help their customers.

2. Music Recommendation App: Thanks to AI, music recommendation apps help you find songs you will like faster and easier. These apps learn what kind of music you enjoy.

3. Stock Prediction: Many people invest in stocks, and they want to know the best time to buy or sell. While no one can know the future for sure, we can make smart guesses using information from the past and present. This is called Technical Analysis. It helps predict if a stock’s price will go up or down after

4. Social Media Suggestions: AI is used in many popular social media apps we use every day. For example, Facebook uses AI to show you posts and ads based on what you like. It can also recognize people’s faces in photos, so you can tag your friends easily

5. Finding Bad Words and Hate Speech: This project might sound easy, but it’s actually hard to spot all bad or hateful words online. Big companies like Facebook, Twitter, and YouTube are working on this. For this project, you can make a system that looks at the words and their meaning, then compares them to examples of hate speech that have been removed before. This helps to find and stop harmful messages.

6.  Lane Line Detection While Driving: Self-driving cars are becoming very popular. As a beginner, building a whole self-driving car is hard, but you can try making a part of it called lane line detection. This helps the car know where the lanes are on the road.

7. Monitoring Crop Health: Artificial Intelligence is helping farmers improve how they grow crops. With AI, you can predict the best time to plant seeds for a good harvest. AI can also check how healthy the crops and soil are, suggest the right fertilizers, and even give a 7-day weather forecast.

8.  Medical Diagnosis: AI is helping doctors in many ways, like finding risks, spotting areas with lots of diseases, and understanding health factors.

9. AI-Powered Search Engine: You can create a search engine that uses AI to look through billions of web pages and find the best matches for the words or sentences people type in. It will show useful information like images, videos, and text.

10. AI-Powered Cleaning Robots: Today, robots with AI can’t think like humans, but they can solve certain problems. You can create a robot that cleans a room by using AI to check the size of the room, find things in the way, and remember the best path to clean. If you’re just starting, you can make a robot that does one of these tasks and then improve it step by step until it cleans the whole room well.

11.  House Security: For this project, you can create a system that uses AI to recognize the face of someone visiting your house. First, the system will scan and save the faces of family members or people who visit often. When a visitor comes near the door, the system will scan their face.

12. Handwritten Notes Recognition: Handwritten notes recognition means a computer can read and understand writing by hand, like letters and numbers. People write in many different ways, which makes this tricky. You can build a system that uses AI to scan handwritten notes and change them into digital text.

13. Loan Eligibility Prediction: Banks often have a hard time deciding who should get a loan because many people don’t pay the money back. This project uses AI to help the bank figure out if a person is likely to repay the loan or not. It looks at important information about the person to predict if giving the loan is a good idea or risky.

14) Face Filter Using Facial Detection:
This project is fun! You can create a system that looks at a person’s face and adds cool filters or effects. The AI learns to find parts of the face like the eyes, cheeks, nose, and jaw. Then, it adds filters based on those features.

15) E-commerce Recommendation Engine:
Have you ever noticed that after you look at something on an online store, ads for similar things show up later? That’s AI at work! In this project, you build a system that suggests products to users based on what they search for or buy

How to obtain  Artificial Intelligence certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Artificial Intelligence is changing many parts of our lives, from shopping to healthcare and even farming. These project ideas are a great way for beginners to learn how AI works and how it can solve real problems. By trying out these projects, you can build useful skills and get ready for future technology jobs. Keep exploring and creating with AI—it’s an exciting field with lots of chances to make a difference!

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

The terms artificial intelligence (AI) and data science are frequently used interchangeably. Deep learning and machine learning are examples of AI. These tools are used in data science to analyze data, identify trends, predict future events, and exchange practical ideas. Thus, it can be difficult to decide between data science and artificial intelligence.

Additionally, robust data science work is required for tools like machine learning to ensure that the data is clean, valuable, and prepared to support system learning. Data science is a broad field that frequently incorporates concepts from machine learning and artificial intelligence. Data science skills are also necessary for many AI-related jobs, such as becoming an AI engineer. To find out more about these subjects, look into courses on Icert Global.

Data science: what is it?

The field of data science helps people understand information by combining science, math, and computers. Through the use of procedures and tools, it enables us to learn from both clean and untidy data. To help people make informed decisions, data science combines knowledge from disciplines like information science, computer science, and mathematics. Data science's primary components are:

• Data Collection: Gathering information from various sources.

Data cleaning is the process of arranging and correcting data to make it easier to study.

• Examining the Data (EDA): Identifying trends and understanding connections.

• Creating Models: Sorting or speculating about potential outcomes using computer programs.

Artificial intelligence (AI): what is it?

Making computers and other machines behave like people is known as artificial intelligence, or AI. Like people, these intelligent machines are capable of thought, learning, and decision-making. AI aims to build machines that are capable of tasks that humans typically perform, such as seeing and comprehending images, identifying voices, making decisions, and translating between languages.

AI types include:

• Narrow AI: Capable of performing a single task, such as voice assistants (like Alexa or Siri).

• General AI: Capable of many tasks that a human can perform.

• Super AI: More intelligent than humans and capable of performing tasks even more effectively.

Major Distinctions Exist Between Data Science and Artificial Intelligence

• Goal: Data science focuses on  the identification of valuable information within extensive datasets while AI creates intelligent systems which function independently based on their programmed  instructions.

• What They Cover: Data science investigates data through mathematical analysis and graphical interpretation and computer-based  programming. AI represents a vast domain in which robots and natural language comprehension systems exist.

• Tools  Used: Data scientists analyze data through Python and R programming languages along with Jupyter and Tableau platforms.  AI professionals utilize TensorFlow and PyTorch frameworks alongside OpenAI-developed tools to develop their work.

What Intelligence Artificiality and Data Science Share

Machine learning is applied in both data science and artificial intelligence. Data scientists use it to examine data and forecast what may follow. It is used by AI experts to assist machines in deriving knowledge from data.

• Rely on Data: Both call for a lot of data. Data science uses it to discover relevant insights; artificial intelligence uses it to train intelligent systems.

• Both disciplines draw on concepts from math, computer science, and other branches of knowledge.

• Fast-changing domains are both developing quickly with new inventions and tools and are facilitating the invention of new technology.

Begin Your Career Path Here

Two interesting fields changing how things work in the quick world of technology today are Data Science and Artificial Intelligence. Choosing between them is knowing what you are good at and what you like, not which is preferable. Both routes provide excellent opportunities for learning and development if you enjoy spotting patterns in data or are fascinated by intelligent robots able of learning.

If you want to learn more and get really good at Data Science or AI, iCert Global's Post Graduate Programs can help. These programs teach you the important skills you need to do well in today’s tech world. When you join one, you’re not just taking a class — you’re getting ready to be a leader in the future. Start learning with iCert Global and feel confident about your career path.

How to obtain Data Science and AI certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Data Science focuses on analyzing and interpreting data, while AI aims to build smart systems that can learn and make decisions. Both fields offer unique career opportunities and are rapidly evolving. iCert Global’s courses can help you develop the skills needed to excel in either path.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

An Azure Data Engineer builds, designs, and takes care of systems that help store and handle data using Microsoft’s Azure cloud service. They manage big and complex data sets of data and provide the best possible way of storing, processing, and securing the data.

How to become an Azure Data Engineer

Azure Data Engineers must know technical skills, but also have problem-solving, communication, and collaboration skills. They usually work in teams with data scientists, data analysts, and other subject matter experts to develop data solutions using Azure data services that satisfy business needs.

Who is an Azure Data Engineer?

An Azure Data Engineer is a person that is responsible for, and has oversight of how data is processed, secured, and made private across all of Azure's data services. Their job is to meet the needs of a business. They work with data architects and data scientists to design, build, run, and maintain systems that process the data from where it is to where it needs to be stored and ready for reports and analysis.

Azure Data Engineer Path?

Do you want to grow your career by becoming an Azure Data Engineer? Here is an easy step-by-step plan to get there! Step one is getting a bachelor’s degree in a related field: Although it is not always necessary, employers typically prefer to hire applicants with bachelor’s degrees in fields like computer science, information technology, or data science. Degrees can help you gain the programming languages, data management, and analytics background.

What Skills Do You Need to be an Azure Data Engineer?

There are several things an Azure Data Engineer could be responsible for as required by the job position, however, there are skills that are generally required of Azure Data engineers, such as:

• Programming & scripting languages

• Developing data systems (data pipelines)

• Knowledge of cloud platforms

•  Knowing how to use tools that move and combine data (ETL tools) and having practice with them.

• Knowledge of data security and compliance

• Knowledge of data quality and testing

• Working collaboratively with others and communicating well

Here are some ideas to guide you through your journey to become an Azure Data Engineer:

1.Learn SQL and Python: The first is to learn data engineering and begin working with data. Contribute to small projects at home, partake in internships, or take an online class or a formal college course in computer science, data science, or related subject.

2.Get Experience with Azure Data Services: Use Azure to build data pipelines and, explore and understand data lakes, data warehouses, and other tools. Experiment with HDInsight, Databrick, and Stream Analytics.

3. Get the Azure Data Engineer Associate Certificate: If you pass the DP-203 test, you will earn the Azure Data Engineer Associate certificate. The DP-203 test checks what you know about working with data on Microsoft Azure.

4.Learn new technology: Technology is constantly changing, make a plan for yourself along with watching for new developments in technology. You can do this by learning more and taking extra tests. You can also participate with user groups in your area, or travel to conferences.

Azure Data Engineer Exam Details

If you want to become an Azure Data Engineer, you have to pass the Microsoft DP-203 test. This exam contains questions on tools such as Azure Data Factory, Azure Synapse Analytics, Azure Stream Analytics, Azure Event Hubs, Azure Data Lake Storage, and Azure Databricks. This exam will assess your knowledge on building and maintaining a system that stores, consumes, and secures data using Azure.

What you need to know about the DP-203 exam

While there aren’t any pre-requisites for taking the DP-203 exam, you are encouraged to have at least some hands-on data experience, and how data is managed in technology.

The exam costs $165. It has multiple choice questions and some questions based on real-life situations. You are allowed120 minutes (2 hours) to finish the exam. You can take the test in English, Japanese, Simplified Chinese, or Korean. You will sign up through Pearson VUE, the corporation that administers the Microsoft test.

How do Azure Data Engineers help us?

1. Promoting intelligent decision-making:

Azure Data Engineers help businesses make better decisions by enabling their analytics and solutions teams to instantly access and use the correct data to do their work. Using historical data and providing organizations with the ability to set up predictive model systems that monitor patterns, can determine future patterns from historical data in order to understand future trends.

2. Helping work be faster and easier:

With so much data available, companies need to automate the data. They will set up solutions that enable the data to be processed as well as provide them with the means to create tools to immediately visualize and analyze the data.

3. Helping companies stay competitive:

In today's world, companies need strong data to be successful. Azure data engineers help businesses learn how to leverage their data in the right way.

How to obtain Azure Data Engineer certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM

Conclusion

Becoming an Azure data engineer in 2025 requires technical skills like SQL, Python, and cloud platform knowledge. To advance in Azure data engineering, you can build data systems through hands-on experience and with the NSF career-ready program or certifications you will come out ready to help businesses in using data to create organizational value. The most important thing is to continue learning and adapting in this rapidly expanding area of work.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

In an era of many computer viruses and online scams (like phishing) and even more people employing cloud-based security solutions, cybersecurity is growing quickly. The global cybersecurity market was valued at around $197 billion in 2020, and experts expect it to grow just under 10% per year, reaching $479 billion by 2030. Because of this massive growth, along with the fact that practically everyone in this field can find a job, cybersecurity is now one of the hottest careers globally.

Popular Data Protection Tools

Encryption is a way of sending secret messages so that no one else can read them. It's usually based on a complicated code that both the sender and the receiver understand.

1. AxCrypt

AxCrypt is a safe and easy-to-use tool that helps keep your files protected. It works well for both personal use and small businesses. It uses strong codes (128-bit or 256-bit AES) to lock your files so only people with the right password can open them. You can even open your files using a phone app. AxCrypt works with cloud tools like Google Drive, Dropbox, and AWS to keep your files safe online. You can also use a free version just for yourself.

Pros of AxCrypt:

• Strong file protection

• Free version

Cons of AxCrypt:

• Performance on Phones is better

• Performance may not be ideal with other apps on phones

2. IBM Security Guardium

IBM Security Guardium is a smart tool that helps keep important information safe. It securely locks and unlocks data without affecting performance. IBM Security Guardium has many applications that make it easier to protect data. It can hide data, track users, assess vulnerabilities.

Positive Things about IBM Security Guardium:

• Protects data through regulations like GDPR, HIPAA, etc.

• Supports over 10,000 users

Negative Thing:

• Interfaces could look and perform better.

3. VeraCrypt

VeraCrypt is an exceptional data protection solution used by large businesses. It supports Windows, Linux and Mac computers. VeraCrypt protects (encrypts) and unprotects (decrypts) data based on criteria such as file size and file location.

Good Things:

• Helps protect your data from hackers trying to guess your passwords.
• Has a free version you can use.

Not-So-Good Things:

• Might not be used by everyone.
• Can be difficult and confusing to download.

4. NordLocker

NordLocker was created by the same team behind NordVPN. It protects your files on Windows and macOS computers, providing powerful protection tools, called encryption. It even works on multiple devices, and can protect files stored in the cloud. You can drag files into the special NordLocker folders and securely store files for as long as you need.

Good Things:

• Easy to use.
• You can securely share locked files.

Not-So-Good Things:

• Does not protect files, after you delete them.
• No two-step login for greater security.

5. Boxcryptor

Boxcryptor is a service that protects files saved in cloud storage (such as Google Drive or Dropbox). Boxcryptor uses strong encryption codes to protect your files. Boxcryptor connects with 30 different cloud storage services and provides a free version for use on two devices.

The Good Stuff:

• Works well with cloud storage

• Free version available

The Not-So-Good Stuff:

• Not good for files stored only on your PC

• Free version only available for use on two devices

6. CryptoForge

CryptoForge is a service that protects your text and allows you to securely delete your text. CryptoForge is very easy to install and you can easily use it. The right-click method means you can use most of CryptoForge features just from the right-click option on the file.

The Good Stuff:

• Multiple safety codes (1-4 layers)

• Easy right-click option

The Not-So-Good Stuff:

• Recalling passwords can be a security risk if not safely stored

• Doesn't have as many features as other tools

7. 7-Zip

7-Zip is an easy-to-use, effective encryption utility to provide decent protection for your data, whether it's being stored or moving around. It is suitable for individuals and small businesses.

Pros:

• Free

• Easy to work with

Cons:

• no additional features

• not designed for larger businesses

8. CertainSafe

CertainSafe is a cloud-based encryption program that meets industry standards. It helps users safely store and share private files like messages, images and documents, while also providing protection for business data.

Pros:

• Cloud-based

• Secure file sharing and messaging

Cons:

• selective use

• may be pricey

9. Folder Lock

Created by NewSoftwares, Folder Lock provides protection for sensitive data on any device with strong encryption. Users can lock files such as videos, images, contacts, and documents, with ability to track unauthorized logins and back up passwords.

Pros:

• Encypted storage for files

• Secure back up

Cons:

• default master password set as serial number

• locked files are unencrypted.

10. CryptoExpert

CryptoExpert is a popular encryption utility for securing a wide array of files on a Windows desktop. It is one of the few programs that supports a number of encryption techniques like Cast, Blowfish, and 3DES to protect files.

Pros:

• Offers strong methods of encryption

• Simple interface

Cons:

• no secure deletion of files

• may result in sporadic error messages.

How to obtain Business Analyst certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

 Hackers  is proliferating as more people and businesses need protection from online threats. Tools such as AxCrypt, IBM Security Guardium, and VeraCrypt effectively secure data with robust encryption

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Content writing is creating written content to educate, sell, or entertain. Content writers research subjects, write well, and proofread their writing for spelling and grammar errors.

What is a content writer?

A content writer is someone who does writing for an organization or corporation. They put out messages and narratives in an interactive format people will enjoy and find easy to read.

What is the work of content writers?

Some of the major activities a content writer performs are:

• Study topics carefully

• Be concise and to the point

• Help the business attain its objectives through effective writing.

• Proofread to make it brief and clear

• Create different types of content like blogs, scripts, and others.

Types of Content Writers

There are numerous types of content writers. Let's take the 3 most popular ones into account:

1. Blog Writer

A blog breaks down complicated or large concepts into simple terms. They prefer researching and uncovering facts about something to mention in their blog. They try to come up with catchy and click-worthy headings as well. Bloggers typically have some ideas about SEO that places the blog on Google rankings.

They usually write:

• Blog entries

• Interviews

• Articles

• Evidence-based content

2. Brand Journalist

A brand journalist publishes stories. They publish stories showcasing a company in a positive manner. They verify facts and quotations to make sure everything that is stated is accurate. They have the responsibility to write customer tales, company news, or to narrate what is occurring within the company. They also produce headlines that generate attention.

They usually write:

• Brand stories

• Customer experiences

• Interviews

• News announcements

• Company bios

• Internal news

3. Copywriter

A copywriter writes to sell. They are very imaginative and can quite easily change topics. They know the brand and the customer. Whatever a product description or an entire webpage is, they make words interesting and attractive.

They typically write:

• Website content

• Newsletters

• Brochures or flyers

• Infographics

• Sales content

• Product descriptions

4. Ghostwriter

A ghostwriter is a writing chameleon. They can change their writing to fit the tone of a person or a business. If a business doesn't have time or the right kind of skill to write, they hire out to a ghostwriter. Businesses require ghostwriters they can trust because they will be penning important content that reflects the brand or the people inside.

They normally write:

• Articles

• White papers (informational reports)

• Books

• Ebooks

• Thought leadership material (expert opinion)

• Website text

• Off-page content (e.g., guest posts)

5. Technical Writer

A technical writer simplifies complicated tech subjects. They tell you how something operates, how to use it, and what does what. They author guides and manuals so that a person who is not technology-minded can know a product or tool anyway.

A Technical Writer earns:

• How-To Guides

• FAQs (Frequently Asked Questions)

• Step-by-Step Instructions

• User Manuals

• UX Messages (useful tips in websites or apps)

6. Social Media Writer

A social media writer is the voice of the brand on the internet. They know how everything works on every website and what kind of posts get the most likes, shares, or comments. They have to write posts that people will enjoy reading and commenting about.

A Social Media Writer does:

• Facebook, Instagram, Twitter, etc. postings.

• Quizzes, polls, and games

• Public Relations Messages

• Platform-Specific Content (like Instagram captions or LinkedIn posts)

7. Email Writer

An email writer requires you to do something on reading their email, for example, click on a link or make a purchase. They experiment with special tricks, like strong words and testing styles, to determine what encourages the reader most. They consider where the reader stands in their buying process, for example, learning or ready to buy.

An Email Writer creates:

• Newsletters

• Welcome Emails

• Follow-Up Emails (Drip Campaigns)

• Customer Support and Sales Emails

8. Scriptwriter

A scriptwriter writes words for videos, podcasts, and chatbots. They are storytellers and consider what the words would sound and appear like. If you desire your brand on a video or podcast, a scriptwriter assists you in getting it right.

A scriptwriter earns:

• Video and Podcast Scripts

• Explainer Videos

• Audio Ads (like radio ads)

• Scripts for Motion Graphics or Chatbots

9. Long Content Writer

Long-content writers also like to dive deep into topics. They work on long content, like ebooks or research studies. They aid people in better understanding things, and they become experts at things they are working on.

A Long-form Content Writer earns:

• Ebooks

• White Papers

• Data Reports

• Real-Life Examples

• Long Blog Posts

10. Ads and Promotion Writer

A promo and advertisement writer is excellent at writing brief and compelling messages. They deal with limited space—such as short ads or brief descriptions—and ensure that every word counts. They desire to grab attention immediately and have individuals do something, such as click on a link or purchase something.

An Ad and Promo Writer is:

• Website and Social Media advertisements

• Landing Pages

• Sales Flyers and Direct Mail

• Promotion Messages on Websites

• Sales copy and product description

Skills Required to Become a Content Writer

Usefulness

When you are writing, it is very important to be helpful. Some think that content writing is just inserting keywords into articles so that search engines are satisfied, and others think that they need to be very creative each time. Both these notions are wrong. The first and foremost motive should be to provide helpful information to the readers and not to look good or insert lots of keywords.

Clarity

Clear and easy to read is what brings clarity. If you write simply, then others can readily comprehend what you say. It is preferable to writing in huge words or complicated sentences that confuse others.

Practice Makes Perfect

Writing skills can be enhanced through practice, just as any other skill. Just like how doing exercises makes your body stronger, your writing gets improved the more you practice. Just keep practicing, and your writing will improve in the long term!

How to obtain Digigtal Marketing certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Content writing is a rewarding career that demands practice and persistence. Defying challenges like writer's block and exhaustion can improve you. In order to be better at writing, iCert Global provides beneficial courses to support your success.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

AI is a new branch called "weak AI" because of its current limitations. Nevertheless, strong AI is considered the future of artificial intelligence. Right now, AI does well in certain jobs. Experts believe that one day, it will surpass humans in all thinking tasks. This innovation offers both chances and challenges. It shows that learning AI skills is vital. Understanding these skills helps us shape the future wisely.

Artificial Intelligence Development

Before we see the future of AI, let's understand what Artificial Intelligence is and what is it today. "AI is the ability of machines or computer-controlled robots to perform tasks that need intelligence." AI is one of the subjects of computer science that focuses on creating intelligent machines that can exhibit human-like activities.

AI can be classified into three categories depending on what it can accomplish:

1. Narrow AI: Can do only one kind of task intelligently. Presently, AI is at this limited stage.

2.General AI: Artificial General Intelligence (AGI) refers to machines that can mimic human intelligence.

3. Super AI: AI that is smarter than human intellectual ability, capable of doing whatever a human can do.

What did humans imagine AI would be like 10 centuries ago?

AI has both scared and amazed humans for decades. Prior to humans using the term "artificial intelligence," humans thought about creating machines that look like humans. Such an idea of intelligent machines that look like humans has caused us to forget that AI does exist in many forms. For example, AI plays better than humans in games like chess, Go, and translation. In fact, AI has been used by industry since the 1980s.

Evolution of AI

Alan Turing, the creator of computer science, had prophesied in 1947 that by the end of the century, we would be discussing machines thinking without encountering any disagreement. His prediction came true quite aptly. AI has evolved significantly over the decades. It all started in the 1950s when the term "artificial intelligence" was first used. Over time, AI technology evolved. In the 1950s, it focused on neural networks. Then, in the 1980s, machine learning took the stage. Continuous research led to deep learning, an advanced form of AI.

The Future of Artificial Intelligence

AI has a bright future. It will greatly affect healthcare, finance, and transportation. AI will transform the labor market as it grows, requiring new skills and generating new employment opportunities.

AI in Healthcare

In nations such as India, access to healthcare is poor due to a lack of well-trained doctors. AI can intervene by diagnosing illnesses based on data from medical histories or fitness bands. AI systems can review patterns and recommend appropriate treatments, thereby making healthcare more accessible and efficient.

AI in Education

The use of AI in learning is on the verge of changing traditional learning mechanisms. It is capable of delivering personalized learning that caters to the personality and capacity of each individual, affording special opportunity to both capable and struggling students.

AI in Finance

In finance, AI can optimize the management of funds and making investments. With AI analyzing large amounts of data, it will perform better than human managers, thus making decisions faster and more effectively.

AI in the Military and Cybersecurity

AI technologies are changing military strategy. They create weapons that can operate on their own, without human control. These systems can optimize missions, but issues still exist in making the algorithms transparent so that unintended consequences are prevented.

AI in Transport

Autonomous vehicles are now a reality. With advanced systems that have AI, these vehicles are becoming increasingly capable of providing updates, suggesting routes, and initiating safety precautions. By 2025, the majority of vehicles are likely to utilize AI technology, which will further improve them to be safer and more efficient.

AI in Advertising

AI is already revolutionizing advertising. AI examines past data to predict campaign performance and optimize marketing strategy. This allows brands to make better decisions and engage with their audience more effectively, hence improving the return on marketing investment.

The Impact of AI

AI boosts productivity by taking over routine or risky tasks. This lets employees focus on more creative and caring work. In medicine, AI can enhance diagnostic and monitoring abilities, lowering the cost of procedures while providing more customized treatments.

Privacy Risks

Although AI is full of potential, there are enormous privacy issues. AI systems can keep information longer than people think. Using this data for different tasks can cause privacy issues. Further, the information gathered can be utilized in a way that people are unaware of, and this can undermine people's freedom and rights.

Myths Surrounding AI

There are numerous myths regarding AI, such as the myth that AI and machine learning are identical or that AI systems are inherently "black boxes." We should dispel these myths so we can see what AI can actually do and what AI cannot do.

AI and the Future of Work

The majority of human beings think AI will steal workers' jobs, but the scenario is that AI will assist rather than replace them. AI will do repetitive functions and free workers to do duties that need decision-making, emotions, and originality.

Be a Player in the Future of AI

If you want to be a part of the thrilling AI revolution, education is an excellent investment. Taking the best AI courses makes you proficient in the tools to thrive in this growing industry. Check out our programs and start your AI career journey today.

How to obtain Artificial Intelegence certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

The future of AI is bright. It promises to transform areas like medicine and education. As technology becomes advanced, there will be more opportunities and fields of work available. Learn AI software now for a future career in this vital field.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Agile is not just for IT or places where project management and bug fixes are needed. In today’s digital world, Agile's main goal is to make long, complicated processes simpler by breaking them down into smaller steps that can keep moving forward. Even though Agile was first used in software development, it can help with many other tasks, like marketing and purchasing.

What is Agile Finance Transformation?

Agile finance transformation is when a company changes to using a smaller, more flexible approach with Agile principles. As a company adopts this new way of working, it completely changes and becomes more efficient.

Can Agile be Used in Finance?

In the past, accounting was mostly about handling numbers and reporting. Now, it focuses more on supporting important decisions and analyzing data. Business leaders are working to improve finance's digital skills. This needs smooth and quick operations, which Agile can provide.

How is Agile Used in Banking?

In banking, digital services aren't just about offering online banking. The market is changing so fast that it’s hard to keep up. The banking industry is slower at using new technologies. Agile helps banks adjust faster, become more flexible, and reduce costs when making changes.

Why Use Agile in Finance?

There are many benefits to using Agile in finance, such as:

Faster Decision-Making
Agile uses something called “Scrum,” which helps teams develop products in changing environments. Scrum teams are small, and each team member can make decisions, which speeds up how fast decisions are made.

Simplified Processes
In finance, many people are involved in making and approving budgets, which can be complicated. With Agile, only a few people make the decisions, and automating the process makes things faster and more transparent.

Reallocating Resources
In large companies, workers can move between different jobs, making sure resources are used where they’re needed most. Agile helps teams quickly adjust to new threats or opportunities and teaches them new skills to work smoothly.

Importance of Culture in Agile Transformation

Agile transformation in financial services is meant to help businesses be more flexible, improve product quality, and speed up the time it takes to deliver services. With Agile, companies can better adjust to market changes. Here’s how organizations can adjust to the cultural changes:

1. Understand the Reason for the Change
   Everyone in the company should understand why switching to Agile is important. People need to be emotionally committed and eager to learn during the transition.
2. Be Open to Learning
   It’s okay to ask for help when starting. Some people in the company might already know Agile methods, and everyone should be open to learning from their experience. External experts can also help.
3. Motivate the Team
   For work to be done well, teams must be motivated. It’s important to ensure that team members are ready and excited to take on their tasks.
4. Team Reorganization
   In Agile, teams are organized differently. Instead of working in separate units, teams become cross-functional, meaning each team works together on different tasks. This can feel like a big cultural shift.

How Financial Companies Can Speed Up Agile Transformation

Here are some ways to make Agile transformation happen faster:

1. Align All Teams
   Make sure that all departments are aligned with the company’s goals and objectives. Teams need to know the plan and timeline to achieve these goals.
2. Set a Clear Plan for Change
   It’s important to have a clear plan for the transition. Know the goals, resources, and steps for switching to Agile to see quick results.
3. Evaluate Your Leaders
   Having great leaders is crucial for Agile success. Leaders need to have the right skills and the courage to take risks.
4. Create a Change Management Strategy
   To help everyone accept the change, share quick successes with the company. Use both formal and informal networks to spread the news.
5. Redesign Reward and Feedback Systems
   Create a feedback system that helps teams improve quickly. Praise people for good work to keep them motivated.

Agile and Scrum in Finance Transformation

Scrum is a key part of Agile transformation in financial services. It has three main ideas: transparency, adaptation, and inspection. Scrum includes three main parts: events, teams, and tools.

Partnering with IT
Working closely with IT can make the process easier and better for both the company and its customers.

Financial Planning and Analysis
In Agile, financial planning is done differently. Instead of focusing on yearly plans, companies make estimates for the entire year but check performance every quarter, considering outside changes like the market or risks.

Continuous Improvement
Agile allows teams to keep improving. Scrum lets them check if things are working and make changes if needed.

Internal Audit
During a Scrum process, an internal audit team checks the work at each step. This helps with planning, finding risks, and making testing easier.

Finance and Accounting Operations

It was discovered that not having finance tasks in the company's to-do list (called a backlog) was causing problems. A backlog is a list of tasks that still need to be completed. To fix this, teams started grouping finance tasks, like account reconciliation, reporting, and vendor payments, by type.

How to obtain Agile certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

CONCLUSION

Agile transformation in financial services helps organizations adapt quickly and improve their operations. By streamlining processes and focusing on teamwork, financial companies can enhance efficiency and responsiveness. Embracing Agile practices is key to staying competitive and meeting evolving market demands. iCert Global offers the best courses to help you master Agile in finance.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

DataOps is the abbreviation for "data operations" and is a methodology for working. It provides the framework by which teams like DevOps, data scientists, and data engineers are able to work together more effectively and efficiently. DataOps facilitates the movement of data through its entire life cycle, from ingestion (where the data is collected) to consumption (where data is delivered). DataOps is about thinking across the data pipeline, and introducing ideas taken from Agile, DevOps, and Lean, in order to enhance the flow of data.

DataOps is useful for:

• Integrating data from different sources,

• Verifying data accuracy,

• Tracking data aspects (metadata),

• Having visibility into the functionality of data systems.

By enabling data functions to further democratically adopted practices in project management, automated processes, and a more stable repeatable process, DataOps allows teams to access useful data faster and enables your data to be used as intended.

What Are the Core Tenets of DataOps?

Like other technology initiatives, DataOps follows core tenets -- or a manifesto, if you will. These tenets describe how DataOps should be done -- just like Agile, where Agile is also a part of DataOps.

1. Always Start with the Customer

The ultimate goal of any effort should be customer satisfaction based on useful data and insights - and the sooner the customer has it (or data is delivered), the better. Getting feedback could take minutes or weeks, depending on the stage of the analytics work and the responsiveness of the customer.

2. A focus on Useful Analytics is Paramount

The median (middle case) objective of the analytics work is to provide insight to people so they can share and use. To do that means good data and systems for producing valuable insights.

3. Be Open to Changing Requirements

Customer needs change, and that’s okay. Being open to change helps position organizations to succeed. The best way to uncover customer desires is to speak directly to the customer.

4. Team Teams Are Important

Analytics work requires teams of varied skill sets and roles. It is a good idea to have differences of opinion when collaborating in order to engage diverse knowledge to achieve superior and more inventive solutions.

5. Collaborate Daily

Ensuring the involvement of teams, customers, and operations on a daily basis to keep the project moving forward.

6. Own the Team Organization

the teams draw together for their daily work, often planning, learning, and building the best ideas, designs, and solutions.

7. Avoid the Hero

Good teams stop relying on a single person to fix their problems and create systems that everyone can learn and improve on together.

8. Think to Improve

Team members should spend time thinking about what worked, what didn't work, and listening to evolving feedback so that they can do it better next time.

9. Code for Analytics

Analytics teams use tools and code to uncover and represent patterns in data. These tools are designed to turn data into a valuable and actionable output.

10. Integrated End-to-End

To get beneficial outputs, teams need to manage the various items - data, tools, code, and systems - and carry them across the finish line at the end.

11. Make It Repeatable

Your teams should be able to deliver the same results every single time. To achieve that, you need to be able to save and track everything they use, like data, settings, and tools.

12. Safe Places to Experiment

Give team members safe and unambiguous places to experiment with new ideas. You should be able to take a test area and be able to set it up and then take it down with ease.

13. Simplicity

Just rely on what you absolutely need to use. Using good design and smart choices will help your teams be more efficient and productive as well.

14. Analytics Can Be Thought of As a Factory

Think about building a data insight as being a factory — you'll need to be using a defined workflow or process and always be thinking about ways to become more efficient.

How is DevOps Different From DevOps?

The biggest difference is what each focuses on. DevOps, came first. DevOps is primarily about helping developers work more effectively together within IT teams. DevOps focuses on one key process, turning a chunk of code into an operable program or software system.

Is DataOps the Next Big Disruption?

Good communication is paramount for all teams to execute and delivery meaningful work. This holds for the technology team as well. DataOps was created to alleviate issues when developers and other team members' communication breaks down. More companies can succeed by enabling team members to work together.

Who Should Be On a DataOps Team?

A DataOps team needs the right people for the job to be done well. Usually, the team's role can be comprised of some or all of the following:

• Business intelligence analyst – studies business data to see what good data driven decisions it may require

• Analytics manager – responsible for overseeing the team to make sure it runs smoothly

• Data analyst – uses data to discover patterns and possible answers

• Data architect – builds how data is stored and organized

How to obtain Business Analyst certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

DataOps improves how teams manage and deliver data through collaboration and agility. It ensures smooth data flow from start to finish by combining different skills and tools. With the right team, DataOps helps companies make faster, smarter decisions.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

A Business Analyst helps a company by understanding what the business needs and connecting it with the right technology. They work as a link between different teams and people. Business Analyst jobs are great—they offer good pay and lots of chances to grow.

Basic Business Analyst Interview Questions

1. What impact does a Business Analyst have in an organization?
This is one of the most common questions in a Business Analyst interview. You can answer by saying that a Business Analyst connects different teams in a company, like business and technical teams.

2. How do you match the needs of our company as a Business Analyst?
This question helps the interviewer see if you understand the job and          if you’re a good match for the company.

3. What, according to you, are the core skills of a Business Analyst?
This is a very common question in Business Analyst interviews. While each company may want something slightly different, most look for similar key skills in a Business Analyst.

• You can answer by saying that a good Business Analyst should be great at communication and negotiation, as they need to work with many teams. They also need strong thinking and problem-solving skills to find the best solutions. Making smart decisions is also very important.
• Other helpful skills include having knowledge about the industry, being good at managing business processes, and having some technical skills too.

4. What are some of the skills and tools used by Business Analysts?
Business Analysts use both technical and non-technical skills in their job.

• Technical tools/skills include: MS Office, Google Docs, databases, ERP systems, and SQL. These help them work with data and reports.
• Non-technical skills include: writing documents, asking the right questions (requirement gathering), and managing business processes.

5. Do you have any technical skills? Can you list your database or business intelligence skills?
Technical skills can make a Business Analyst more valuable. While it’s not required to be an expert, knowing some tools is a big plus.

You can say if you’ve worked with tools like SQL or any Business Intelligence (BI) tools like Tableau, Power BI, or Excel dashboards. Also, talk about any experience you have with databases or systems the company might use.

6. What is INVEST?
INVEST is a word that helps Business Analysts and Project Managers remember how to write good user stories or tasks. Each letter stands for something important:

• I – Independent (can stand alone)
• N – Negotiable (open to change)
• V – Valuable (useful to the business)
• E – Estimable (can be measured)
• S – Sized Appropriately (not too big or too small)
• T – Testable (can be checked for quality)

7. Are you aware of techniques like MoSCoW and SWOT?
Yes, a Business Analyst should know about different techniques used in planning and strategy.

• MoSCoW helps decide what is most important. It stands for:
  • Must have
  • Should have
  • Could have
• Would like to have later
  This ensures the team works on what matters the most.
• SWOT stands for:
  • Strengths
  • Weaknesses
  • Opportunities
  • Threats
    This technique helps a company understand what it’s doing well and where it can improve.

Pro Tip: There are other helpful tools too, like MOST and PESTLE. Learning them can help you prepare better for your Business Analyst interview.

8. What do you mean by project deliverables?
Project deliverables are the final results or products that are given to the customer when a project is finished. These can be reports, software, tools, or services. They are things you can measure and check to make sure the project was successful.

9. How do you ensure you’re aware of the latest developments in the business world?

The interviewer wants to see if you keep learning and stay updated. You can say that you read business news, blogs, or follow trusted websites and magazines. You can also mention watching videos, joining webinars, or going to business events and conferences to learn from others and stay connected with new trends.

10. Could you outline the main phases of managing a business project?
Every business or IT project goes through 5 main stages:

1. Initiation – Starting the project and understanding what needs to be done
2. Planning – Making a step-by-step plan
3. Execution – Doing the actual work
4. Monitoring – Checking progress and solving problems
5. Closure – Finishing the project and reviewing the results

11. Explain UML and its uses?
UML (Unified Modeling Language) is a tool used by Business Analysts to draw diagrams and visualize how a system works. It explains how things in a system connect and helps prevent issues ahead of time.

12. Explain what SRS means and list its important elements.?

SRS stands for System or Software Requirements Specification. It is a document that explains the features and details of a software system. The key parts of an SRS include:

• Scope of Work: What the system will do
• Functional Requirements: What features the system needs
• Non-functional Requirements: Things like speed and security
• Data Model: How data will be organized
• Dependencies: Other systems the software depends on
• Assumptions and Constraints: Things that could affect the system
• Acceptance Criteria: How to know if the system works as expected

13. What is BRD? How is it different from SRS?
BRD stands for Business Requirements Document. It is a document that outlines what a business needs from a project. It is created after talking with clients and understanding what they want.

SRS is similar but more technical. It explains how the system will work and is created after the BRD. In short, BRD focuses on what the business wants, and SRS focuses on how the system will deliver those needs.

14. What do you understand by requirement? Can you differentiate between requirements and needs?
A requirement is a clear, specific solution that will help achieve business goals. It’s something you need to achieve a specific task or project. A need is a broader, more general idea of what is necessary.

For example, if you want a business analyst job, your needs might be a resume and education, while the requirements could be the specific qualifications or experience needed for the role.

15. How can you say that a requirement is good or perfect?
A perfect requirement is SMART:

• S – Specific
• M – Measurable
• A – Attainable
• R – Relevant
• T – Timely

How to obtain Business Analyst certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

In conclusion, a business analyst must blend communication, analysis, and technical expertise to drive success. Mastering key documents and processes ensures you can deliver value. iCert Global can help you enhance your skills and prepare for top roles in this field.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Cloud computing is a powerful technology that alters the way we store, handle, and utilize data. It benefits most businesses and industries because it is adaptable, cost-effective, and scalable. It is significant to understand how cloud computing skills works so that you can choose the appropriate type for your purposes.

Various Types of Cloud Computing

To utilize cloud computing to the fullest, one should be aware of the various types:

Public Cloud: Expansion and Ease Public clouds such as Microsoft Azure, Amazon Web Services, and Google Cloud are maintained by companies that sell services via the internet. Public clouds are convenient as they are simple to manage, cheap, and can expand as desired. Public clouds are used by most large and small enterprises. You can access them online from anywhere globally. They are thus quite handy for companies today.

Private Cloud: Security and Control Private clouds are individual systems that are meant for a single business. A company can host them on its own or use another vendor. Private clouds are special because they offer enhanced security and control. They are perfect for companies that need to safeguard sensitive information or comply with strict regulations. Private clouds give companies the benefits of cloud computing. They protect data and make it manageable.

Hybrid Cloud: Hybrid cloud computing combines public and private clouds. It facilitates organizations easily sharing data and applications. It also maintains the benefits of both. Hybrid clouds are ideal for companies that have to merge the affordability of public clouds with the security of private clouds.

Multi-Cloud: Several Choices and Enhancement The multi-cloud strategy uses services from various cloud providers. This does not make companies rely on one vendor. It provides them with several choices for various tasks.

Community Cloud: Where Organizations Share A community cloud is a shared service. It helps organizations with similar objectives or requirements. It is not public nor private cloud. It is designed for a specific set of organizations.

Types of Cloud Computing Services

Now, let's discuss the various services in cloud computing:

1. Infrastructure as a Service (IaaS) : gives you virtual computers, storage, and networks via the internet. You can rent things like virtual machines and storage instead of buying actual hardware. This makes it easier to scale up your resources when you need more. Examples are AWS EC2 and Azure Virtual Machines.

2. Platform as a Service (PaaS) : PaaS offers developers an environment to write, execute, and host applications, without worrying about the hardware. It makes it easier to develop and deploy applications. Examples are Google App Engine and Heroku.

3. Software as a Service (SaaS) : SaaS enables users to access software through the internet, usually on a subscription basis. You do not install or maintain the software on your machine. It is convenient for applications such as Microsoft 365, Google Workspace, and Salesforce, which are used by people to collaborate and manage customer relationships.

4. Function as a Service (FaaS) : FaaS enables developers to run code in reaction to certain events without any concern for servers. It is cost-effective and easy to scale. AWS Lambda and Azure Functions are some of FaaS. The service is also known as serverless computing.

5. Container as a Service (CaaS) : CaaS assists developers to run and handle apps in containers, which is software packaging. Developers can ensure that their apps are cloud-platform compatible using tools such as Kubernetes.

How are different forms of cloud computing alike?

Although there are many types of cloud computing, they share some commonalities and advantages:

1. Scalability

of Resources Scalability of resources is one of the key advantages of cloud computing because it can increase or decrease in accordance with demands. Companies can easily increase their storage or computational needs. They don't have to purchase hardware. This is a way of maintaining costs and performance.

2. Cost Effectiveness

and Flexibility Cloud computing is economical as companies pay only for what they use. Cloud services are different from conventional systems. They are not subject to enormous upfront payments. This provides companies with the ability to invest more in development and expansion.

3. Accessibility and Interoperability

Cloud computing has made it easy for individuals to collaborate irrespective of their location. Provided there is internet, company employees can leverage cloud services, share files, and work collaboratively on assignments. This brings about increased communication and productivity.

4. High Availability and Disaster Recovery

Cloud services are extremely reliable. They use redundant systems to provide services that are always available. In the event of a problem, the cloud allows companies to recover quickly, keeping business running smoothly even after a disaster.

5. Increased Security and Compliance

 Cloud providers invest in good security to safeguard data. They comply with legal and regulatory standards. This implies companies can have faith that their data is safe. This is without them having to invest in resources to create secure systems themselves.

How to obtain Cloud Computing certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Cloud computing offers scalability, affordability, and global accessibility, transforming business operations in companies. Different models, including public, private, hybrid, and multi-cloud, each have their benefits. The right model is determined by a company's needs, size, and goals.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Power BI was initially codenamed as Project Crescent and started in July 2011 with SQL Server. In September 2013, it was named Power BI and was part of Office 365. Power BI was released as a separate product in July 2015. It added new features like better data connections and better security. Microsoft currently releases new features for Power BI every month, and customers can download the latest version from the Power BI website. Windows 10 users can also download Power BI Desktop from the Windows Store.

The advantages of Power BI are as follows:.

1. AI in Power BI helps non-data scientists with activities like:

• Image recognition
• Text analysis
• Building machine learning models
• You can connect to Azure Machine Learning to analyze data and gain useful information.

2. Facilitates Analyzing and Sharing Big : Data Power BI uses Azure to analyze big data and share data in real-time. It assists businesses in collaborating better and discovering concealed data insights, enhancing decision-making.

3.Works with Multiple Sources of Data: Power BI supports multiple sources of data such as Excel, cloud applications, and databases. Businesses can now access all their data in an organized manner, whether it's structured or unstructured.

4. Custom Dashboards and Reports :  Power BI enables you to create dashboards and reports that fit your business requirements. You can re-arrange data to build interactive reports. Then, you can simply share them with your company or team.

5. Access Anywhere : Power BI is accessible anywhere, wherever you might be. This is beneficial for remote teams, as they can access data and work together no matter where they are.

6. Real-time Information : Power BI keeps its dashboards up to date instantly, so you always have the most recent data. This enables companies to immediately fix problems, find opportunities, and manage vital data in a timely manner.

7. Power BI is great with Excel:  It allows businesses who use Excel to make reports easily connect their data. Then, they can create interactive visualizations.

8. Regular Updates : Microsoft continually updates Power BI with new functionality and improvements. This keeps firms up to speed with the newest software without requiring manual updates.

9. Simple-to-UseDesign : Power BI is user-friendly in nature, with interactive features and drag-and-drop capabilities that allow one to easily navigate data and draw insights without necessarily being a tech whiz.

10. Tailoring Security Features : Power BI enables you to define security filters so that users view just data that is relevant to them. This protects data and reduces the likelihood of a data breach.

11. Budget-Friendly and Cost-Effective : Power BI offers a budget-friendly solution, especially for small and medium-sized businesses. It has three options: Power BI Desktop (free), Power BI Pro (affordable at $9.99 per user/month), and Power BI Premium (pricing varies based on usage).

12. No Technical Expertise Required : Power BI is easy to use without technical staff. You can build reports and dashboards by means of easy dragging and dropping of data. It's easy to use, even if the users lack technical skills.

13. Use Anywhere, Anytime : You can use Power BI anywhere. Whether you are at home, away, or in a meeting, it is available on Windows, iOS, or Android devices. You just need an internet connection.

14. Works Well with Other Microsoft Software : Power BI works well with Microsoft software like Excel, SharePoint, and Teams. You can bring in data from Excel. Then, you can create visualizations and share reports through SharePoint or Teams. This makes collaboration easier.

15. Power BI enhances teamwork :  by enabling simple sharing of dashboards and reports among teams. You even have the option of getting a notification when a new report is published, and sharing it via email or publishing on another website.

16. Time-Saving Templates : Power BI also comes with pre-designed templates for different industries and business functions. They are employed to design reports within a limited time frame, saving time and enabling standardization of reports between departments.

17. Scalability : Power BI grows with your business. Power BI adjusts to your requirements, whether you are a small business or a big company. You will not have to worry about the infrastructure.

18. Data-Driven Insights : Power BI enables you to discover important insights in your data using intuitive tools and interactive charts, resulting in smarter decisions and business success.

19. Optimal Performance : Power BI ensures reports load promptly and effectively even with big data. It minimizes latency and optimizes resources for optimal performance.

20. Version Control : Power BI enables you to monitor changes within your reports and datasets. You can revert to an older version and collaborate with your team nicely on report projects.

How to obtain Power BI certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Power BI is a strong tool. It is easy to see and comprehend data. It contains features such as Power Query and Power Pivot. It can connect to various data sources and provides real-time data. Power BI provides an easy and cost-effective means for companies to make data-driven decisions. 

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Hacking poses a worldwide problem that's on the rise. Hackers possess technical know-how to manipulate data and gain control of networks to steal sensitive info. Yet, not every hacker has ill intentions. This piece will discuss the upsides and downsides of Ethical Hacking. At iCert Global, we want to look into how people can use this type of hacking for good.

What is Hacking?

Ethical Hacking also known as Penetration Testing, helps fight cybercriminals and safeguard crucial data worldwide. Hackers fall into three categories:

• Black Hat Hacker
• Grey Hat Hacker
• White Hat Hacker

What is Ethical Hacking?

Ethical hackers break into systems with permission to uncover weak spots. This allows fixes before someone with bad motives can exploit them. We call this process ethical hacking.

Large companies often apply ethical hacking to their systems. An ethical hacker's job involves:

• Organizations face constant pressure to shield their data from external and internal threats. Ethical hackers help take action to prevent these potential dangers.

Ethical Hacking Process

• Step 1: Ethical hacking needs a clear plan. The hacker must get permission from the right company officials before starting the test.

• Step 2: Next, the ethical hacker sets up tools to find open ports on the system. Bad hackers can scan these to launch attacks. Black Hat hackers often use this approach for major attacks.

• Step 3: The ethical hacker picks the right tools to run specific tests on the network. These tests play a key role for the network so the hacker must do them with care to avoid harming the system.

• Step 4: The company takes steps to guard against the attacks based on the test results. Then, the ethical hacker gives the company details about their security and how to block these threats.

System Technology and Ethical Hacking

Technology has improved and changed over time and is advancing, therefore operating systems are adapting to keep aligned to these changes. Hacking should have ethics involved because those wanting to find out about hacking will find a way. There are lots of learnings about hacking that do not have strict rules of whether they can be done and whether it is right or wrong.

SMEs and Using Ethical Hacking

Small and medium enterprises (SMEs) must take vital action in order to prevent the security issues.

• Companies are at risk of being hacked because they hold significant amounts of data within their systems.

• Private information is generally leaked within the companies due to poor security standards.

Hacking can either be used for good or negatively impacted when using it in the wrong way. Grey Hat hackers look for security flaws in organizations something that positively helps society because they believe in helping more than just the consumers. SMEs are smaller businesses, meaning it would cost them money if they were to rely on strong security measures to prevent attacks. Using ethical hacking can be costly, but at times it is even unethical than charging very high prices for soft ethical hacking.

The Need for Hacking Skills

The need for hacking skills in a company can't be overstated. Smaller companies need to find other, effective ways of protecting their information and systems from potential threats. One simple and cost-effective method of safeguarding a small business's confidential data is to use free online tools to test out their own systems. It is also extremely critical to keep all sensitive data in external systems. Also, If you would like to start a career in Ethical Hacking, you can take a Ethical Hacking Certification Course and choose to achieve certification.

Ethical Hacking at the Government Level

Ethical hacking is also very important for the protection of vital data, to guard against specific potential terror attacks or damage to national security, and to potentially lower crime rates.  The military puts a lot of effort into protecting its resources, simply because of the financial investments in creating weapons & defense systems that must rely upon software. Air traffic control, like the military relies on a strong surveillance system to help manage services, so if they were compromised, then there could be substantial risk, and a lot to lose!

One risk is, once ethical hackers become too familiar with the vulnerabilities in a government system, the ethical hackers can damage the system by producing malware or undertaking illegal behaviors. Additionally, if the benefits are numerous, such as ethical hacking being used by the government to access people's private information, the risks are minimal. There are certainly risks regarding ethical hacking and ethical hackers becoming illegal, but the pros to ethical hacking far out weigh the cons. As such, despite ethical hacking representing risks and potential challenges, ethical hacking is crucial to the defense of our systems and industries, regardless of the potential misconduct. Protection first, and then any other business can follow.

How to obtain Ethical Hacking certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

In conclusion, ethical hacking is vital for protecting systems and data from cyber threats. While it has risks, its benefits in preventing attacks and securing information are significant. Overall, ethical hacking is essential for safety and security in today’s digital world.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Enterprise architects, or EAs, create long-term IT plans as part of the business' IT strategy to help the organization achieve strategic goals. They demonstrate how technology and applications will fit together as agreed in the IT vision and strategic plan, and stick to it. The EA makes a transparent plan so the organization can adhere to technology standards. The enterprise architect will ensure that every component of the enterprise systems landscape or estate is understood, and that the IT / technology workflow processes flow easily throughout each part of the lifecycle, and where issues might arise.

The EA deals with the technology infrastructure, enterprise systems and the relationships between each technology infrastructure in a unique way by looking at the entire technology and enterprise system as a foundation of technology. The EA ensures connectivity by addressing how all technologies are configured and managed by each organization. The enterprise architect should be architecture knowledgeable about all aspects of the technology and enterprise estate in order to be considered competent in the role and be confident in the role with respect to technology including security, data, servers and hardware updates. There are courses available from iCert Global which will expand on your understanding of an enterprise architect.

• The Benefit of Being an Enterprise Architect
• Being an enterprise architect (EA) requires long hours and countless obligations; both are critical for those who are considering this career. EAs help set the course for a company. They are responsible for assuring that whatever technologies a company uses are current and up-to-date. Sometimes, if you work for a forward-thinking company, you will even be able to employ the latest technology and stretch the limits of your imagination.
• However, being an EA requires you to have a global view and a high-level of skills in a company. The reason that only about 5% of all industries have an Enterprise Architect position is because of this. EA positions may have a different title because of the reputation that many companies have of requiring an individual to let go of some or not all the responsibilities for the IT Department. At iCert Global, we will assist you in preparing for this career.
• The Enterprise Architect Personality
• An EA must have a strong technical base of knowledge to complete their job. However, there are many other skills an EA needs.

• Inspire & Motivate - Keep your teams excited about taking on the next challenges in their workloads.

• Communicate - Projects success is determined by how well you communicate the identified project plan. Ensure everyone knows what is going on and what the next steps are.

• Negotiator - Your concepts may change, other areas may have other actions in progress, and you will be working with limited resources.

• Problem Solver - Even though your technical background has prepared you to problem solve, you still need to focus on how to improve this skill to be a successful EA.

Expectations and Requirements

Usually, enterprise architects (EAs) will work on a large project to manage a variety of meetings and timelines.

• Architecture Strategy - This includes evaluating the current state of the IT system. We are then considering potential changes, as well as planning for new states in the future.

• Architecture Review Boards - These are regular meetings that happen on a timeframe of your teams choosing, where people are discussing the current state of the system and seeking to define changes required.

• Portfolio Management - This involves reviewing and seeking to improve the current state of the IT system performance. This may include ensuring it continues to operate smoothly, whilst remaining well maintained.

Governance Committees

• A group that makes decisions about the organization’s rules, policies, and security measures.
• Technology Life Cycles This determines how companies will update and improve various technologies over time.

Paths to Becoming an EA

There are many different paths to becoming an enterprise architect (EA). People with backgrounds in system administration, programming, database management, network management, and product ownership can all move into this role. You don’t have to plan on being an EA at the start of your career; you could end up in this position after 20 years.

To become an EA, join meetings, volunteer for committees, and lead teams. Also, keep learning about various tech areas. Expand your knowledge and understand the business side of the company.

If you are a DBA, begin learning about cloud technology and programming. This will help you understand how those areas work.

Earning a certification in a well-known framework, like TOGAF®, can speed up your path to the EA level. It also adds significant value to your career.

How to obtain Architect certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

In conclusion, becoming an enterprise architect requires strong technical skills and leadership. The role is crucial for managing IT systems and ensuring they align with business goals. iCert Global offers the training and resources needed to excel in this career.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

If you are a programmer, then most likely you have used Git to track changes in your projects. Git enables individuals to work on code separately and then merge the work effortlessly. Git visual tools allow beginners to easily view changes and click to get things done.

Top 20 Git GUI Tools of 2025

Git is a very powerful code management tool. With so many Git tools available, though, you may find it difficult to choose. Below are 20 of the top Git GUI tools that can assist developers to work more efficiently and conveniently in 2025.

1. GitHub Desktop

GitHub Desktop is appropriate for people who prefer using buttons and menus instead of entering commands. It is easy to copy projects, edit, and release changes. It also features useful elements like code review and colored text.

2. SourceTree

SourceTree is a popular, user-friendly Git GUI client. It can be used with GitHub, GitLab, and Bitbucket. It has a simple interface through which you can handle your code without commands.

3. TortoiseGit

TortoiseGit is a free Windows program for Git. It is simple to use and is compatible with the majority of development tools. It is also compatible with other tools like TestComplete.

4. Git Extensions

Git Extensions makes it easier to manage and track changes in your code. It introduces a graphical component to Git, so you do not have to memorize so many commands. It simplifies it to update your code, look at changes, and work with others in an online shared project space.

5. GitKraken Desktop

GitKraken Desktop displays your Git work in an easy-to-see way, almost like a map. It makes you understand what every change is and how your project comes along. It supports a lot of projects, has a free version, and is neat and clean.

6. Magit

Magit is a Git program for those who prefer to use Emacs, a text editor. It is exactly the same in terms and functionality as Git, so you don't have to run another program. Magit lets you make small changes, such as changing one line or section, and informs you of the changes.

7. SmartGit

SmartGit has Windows, Mac, and Linux versions. It is easy to use but has a lot of strong features for handling Git projects. You are able to view all of your files, changes, and updates in one location.

8. Tower

Tower is a simple and efficient Windows and Mac Git GUI client. Tower is for beginners and experts. Tower helps you view all your Git work effortlessly and locate things without trouble.

9. MeGit (based on EGit)

MeGit is a lightweight version of a tool called EGit, which is used with Eclipse. MeGit turns EGit into its own simple program. It allows you to view your Git history easily so that it is simpler to merge, rebase, or fix.

10. Sublime Merge

Sublime Merge is an instant Git GUI application developed by the creators of Sublime Text. It operates on many different platforms and indicates changes nicely through colors. You can pick just exactly which portion of the code to save or commit, even line for line.

11. GitUp

GitUp works faster and more consistently than many other Git tools. GitUp hooks directly into your project files instead of using the standard Git system. GitUp gives you an easy-to-grasp image of all your branches and changes.

12. Fork

Fork is a straightforward and easy-to-use Git utility. It contains built-in utilities to compare changes and merge code. Its Git graph allows you to view and hide commits to keep yourself in check. Fork also contains an adequate code viewer, so you can get a quick idea of what has been added and what has been removed.

13. Glint

Glint is a utility for Git that can be executed on any platform. Glint has a nice interface that makes it simpler and quicker than using Git by typing commands. Old or new, Glint simplifies working with your projects. It

14. gitg

gitg is a graphical Git interface that allows you to look at your project and changes in a simple and colorful way. It shows your Git history in a simple-to-read format and enables you to work with and save changes in just a few clicks. gitg is designed to be fast, simple, and handy for looking at how your code changes over time.

15. Ungit

Ungit is a web-based Git application. It is open-source and makes your Git project readable. You do not require any special machine or software to run it. Just open a web browser, and you are set to work on your project.

16. Fugitive

Fugitive is a Vim plugin for Git users. It enables you to run Git commands—like saving changes, branching, and viewing differences—without leaving Vim. It is convenient and quicker for those who prefer coding in Vim.

17. LazyGit

LazyGit operates in your computer terminal (where you enter commands). It doesn't display you nice pictures like other software, but it still keeps your Git project easy to work with. You can create new branches, remove old ones, and choose which changes to retain—all from a basic menu.

18. Guitar

Guitar is a tool for human GitHub users. It allows you to do things on GitHub quicker, such as opening issues or pull requests, without needing to open a web browser. Rather than clicking around, you can do everything on your computer with simple commands.

19. Pocket Git

Pocket Git is an Android tablet or phone app for Git. It is an easy-to-use interface by which you can operate on your projects without a computer. You are able to copy (clone) a Git project, monitor files, and manage changes—all from your phone or tablet.

20. Anchorpoint

Anchorpoint is a dedicated Git tool for big projects that have many files. It helps with versioning, like Git, but it has facilities for tagging, file locking, and adding comments. It is useful when working with large files like images or video and helps with keeping things organized.

How to obtain Devops certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Git GUI tools allow the project to be easily handled by presenting changes in a simple manner. They can be utilized by both professionals and beginners. To learn Git and gain skills, complete iCert Global's training courses.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Problem-solving is a valuable skill that enables individuals and companies to keep up with problems and achieve their objectives. At home or in the workplace, the ability to locate and repair problems enables you to make more effective decisions, come up with new ideas, and achieve long-term success.

The Problem-Solving Process

What is problem-solving?

It is knowing the problem, discovering why it occurred, selecting the optimal solution, and implementing the solution.

Problem solving is not one technique. Each person does things differently, based on what they are attempting to do and what tools they have available. The idea is that no matter what technique you employ, it takes you there quicker and smarter.

Step-by-Step Tutorial

1. Identify the Problem

The initial step in solving a problem is to be familiar with it. Observe the symptoms, collect data, and consult the individuals involved for their input. It is easier to come up with the optimal solution when the problem is well-defined.

2. Explore Root Causes

Once you have identified the problem, identify why it occurred. Use methods such as the 5 Whys or Fishbone Diagram to gain more information about the cause.

3. Brainstorm Solutions

Once you know the cause, think about numerous possible solutions. Be creative and open-minded, inviting everyone to give suggestions without criticism.

4. Choose and Implement a Solution

Once you've brainstormed, rank each solution on feasibility, resources, and impact. Choose the best, create a plan, and delegate work. Ensure that everyone is aware of their task and deadline.

5. Check and Evaluate the Outcome

Once you have applied the solution, see how it functions. If the solution does not completely fix the problem, modify it. Be ready to do another technique if needed in order to make sure that the solution is functioning.

Why Problem Solving is Important

Problem-solving is a strong ability that enables individuals and businesses to manage issues and make sound judgments. It can make things better, like customer service, or help manage money. This is why it is so crucial:

1. Enables You to Make Smarter Decisions: Problem-solving enables you to make decisions based on facts and analysis rather than guesswork.

2. Improves with Time: Businesses which are problem-oriented can enhance their processes, products, and services over time. This makes them successful and competitive.

3. Prevents Future Problems: Inasmuch as problem-solving identifies the root cause, it prevents repeating the same issues, hence making things stable.

4. Enhances Teamwork and Communication: Problem-solving is usually a team effort, which enhances communication and allows everyone to work together to find solutions.

5. Increases Adaptability: In an era of rapid change, problem-solving helps people and businesses stay strong and confront new challenges so that they can prosper.

How to Enhance Problem-Solving Ability

Problem-solving enables you to solve issues and make good informed decisions. A few recommendations for improving problem-solving are:

1. Critical Thinking: Critical thinking is looking closely and deciding on what you see. You can get better at it by asking questions about what you know, asking for evidence, and thinking about the problem in multiple ways. Try to divide a big problem into smaller pieces so you can understand it better.

2. Develop Analytical Ability: Analytical ability assists in discovering patterns, trends, and underlying causes for issues. Test this by practicing puzzles, brain teasers, or going over information. Make an attempt at figuring out the connection between multiple pieces of data.

3. Creativity Building: Creativity helps you generate new ideas and solutions. To build your creativity, think of new ideas by reading on different topics, brainstorming without judging your ideas, and thinking in different ways to solve problems.

4. Learn from Mistakes: Don't worry if you make errors. Remember the problems you've had in the past, identify what went wrong, and attempt to do it better the next time. Learning from your errors is one of the best ways to get better at problem-solving.

5. Enhance Communication and Teamwork: Teamwork is essential to fix problems. Share your ideas and listen to other individuals. Perform group projects to enhance your teamwork and accept ideas from each member to generate more efficient solutions.

6. Use Problem-Solving Models: Systematic methods like PDCA Cycle or 8-D Method can help you solve problems better. These models provide you with detailed steps to execute, regardless of the scenario.

7. Enhance Decision-Making: The best portion of problem-solving is effective decision-making. Learn to think in terms of the advantages and disadvantages, short- and long-term impacts, and make a decision without overanalyzing. Having confidence in your own decisions makes problem-solving move faster.

8. Be Patient and Calm: When you have a hard problem, stay patient and calm. Do not hurry to solve it—take your time thinking about it. Being patient keeps you from making errors and solving problems more efficiently.

9. Seek Advice: Ask your colleagues, supervisors, or mentors how they approach solving problems. They can provide useful tips which may just help you in your work.

How to obtain  certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Problem-solving is the solution to success in all aspects of life. Acquiring the skills of critical thinking, creativity, and collaboration enables you to solve problems with confidence. Lean Six Sigma Green Belt training provided by iCert Global can provide you with the means to improve processes and yield good outcomes.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Agile projects have been defined by their straightforward way of working that guarantees big jobs are divided into manageable pieces. Even the most difficult Agile projects are achieved step by step by splitting big jobs into little ones.

What is a Feature in Agile Methodology?

A feature is part of the product which does something or provides a service. It helps the business and achieves what the customers want.

Agile Methodology possesses some characteristics.

In order to work effectively, an Agile feature must always:

1. User-Centric Orientation: The functionality is designed for the user. The aim is to make sure the team ends up creating something that will be meaningful and useful to the users of the product.

2. Backlog Management: Features are put into a product backlog. This list indicates all the things or functions which need to be done.

3. Incremental Delivery: The features are delivered incrementally, in small chunks. This allows teams to deliver the pieces of the product in a quick manner, get feedback, and make adjustments if needed.

4. Cross-Functional Collaboration: Varying teams with varying skills collaborate to produce features. Teams' cross-functional collaboration ensures that each aspect of the feature gets completed and is beneficial.

5. User Stories: Features are decomposed into tiny tasks called "user stories." They are brief descriptions of what the user wants or requires from the product.

6. Acceptance Criteria: Every feature has some rules referred to as "acceptance criteria." They inform us what we must do to complete the feature and make it available to be used.

7. Ongoing Improvement: Features are regularly improved. The team listens to users' and stakeholders' suggestions and update the features based on the feedback to improve the product.

8. Adaptability to Change: Agile teams are ready to make changes to the features, even if it happens late in the process.

9. Minimal Viable Product (MVP): In Agile, the primary objective is to deliver the most important features that enable the product to work.

10. Regular Demonstrations: The features are regularly demonstrated to stakeholders and users.

Steps to Develop Features in Agile Methodology

Step 1: Develop a Benefit Hypothesis Consider what users will benefit from.

Example: As a Product Manager, I identified that many customers prefer calling to rent a service rather than using our website. This happens because they want personalized help in selecting the right service.

Step 2: Business Value Estimation

Estimate the business value by employing metrics like user count, frequency of use, release date, and effort of development.

Step 3: Description

Explain the context of the feature and how the users make use of it. Highlight why it matters, not on technicalities.

Step 4: Define Acceptance Criteria/Definition of Done (DoD)

Define clear-cut rules that point to when a feature is finished. Features, such as user stories, contain conditions to verify how development is going.

Best Practices for Defining Agile Features Following these best practices will reduce mistakes and lead to more successful experiences when defining and working with features in Agile:

1. User-Centered Priorities: Always prioritize the needs, preferences, and issues of the final users when making feature decisions.

2. Stakeholder Collaboration: Collaborate with stakeholders to determine the key functionalities for users and business objectives. The understanding is extremely crucial to the project's success.

3. Iterative Development: Accept that Agile works in steps. Regularly check and change features based on feedback, market changes, and new project needs. Always aim to improve.

4. Cross-Functional Collaboration: Facilitate easy implementation by encouraging collaboration among product owners, testers, and developers. Mutual understanding of features among the team prevents miscommunication.

5. Specific Acceptance Criteria: Establish specific criteria for every feature. This allows measurement when a feature is finished.

Who Writes Features in Agile Scrum?

The Scrum Guide is silent about who writes the features, but Scaled Agile, Inc. mentions that the features are owned by the Product Manager. They determine what should go into the feature and what amount of value it represents in the Backlog.

How big should product features be?

There is no rigid rule, but it is better if a feature is tiny. Attempt to complete it within three months or even quicker. This keeps features small, shippable, and can be refined later.

What are Feature Points?

Feature points assess how difficult a feature is and how much effort is required to complete it. Feature points are similar to story points, but for features rather than user stories. They assist Agile teams in planning and workload management more effectively.

1. Task Complexity Gauge Feature points give teams a means to estimate task complexity, helping to make work planning and control more manageable.

2. Comparison of Task Size With the comparison of tasks and feature points, teams can rank and assign resources. They do this in accordance with the size and complexity of each task.

3. Feature points are most crucial in Agile planning. They allow teams to select which tasks they should tackle first. This allows for the best use of time and resources.

4. Tracking Work Speed Feature aids in quantifying a team's velocity. It indicates how quickly tasks are completed. This also assists in forecasting how much work can be accommodated in subsequent sprints.

5. Teams learn and become better as they complete features and utilize feature points. They become better estimators as they improve. They learn from previous projects so they can make accurate predictions in the future.

How to obtain Agile certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

In short, it is crucial to define and control features well in order to succeed in Agile. With good practices and a focus on what the users need, teams are able to deliver value quickly. iCert Global's Agile certification courses can help you with the skills to understand Agile methods.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Power BI is software created by Microsoft. It helps individuals to get a better idea of data by transforming it into easy-to-see colorful graphs, charts, and dashboards. Rather than viewing cluttered numbers and tables, Power BI helps one to view graphics easily.

Suppose you have a lemonade stand and you wish to see how much money you earned last week. Rather than looking at every sale individually, Power BI can present you with a bar chart of how much money you earned per day. It's easy to understand information at a glance and have fun with it.

Why You Should Learn Power BI ?

Learning Power BI is beneficial to anyone who has to work with data—whether you're a student, teacher, business owner, or even a coach for a sports team. Nowadays, nearly every career uses some form of data. Power BI assists you to:

• Spot patterns and trends

• Make better choices

• Automate reports to save time.

• Tell others about what you have learned in a nutshell

For instance, a student could use Power BI to track student grades. A store manager could use it to view what is selling the most. A student could use it to display research findings for the science fair.

Key Features of Power BI

1. Begin Early

Power BI is easy to get started with. You can sign up for free and view your data instantly. No complicated software to install and hours of training needed. It also includes pre-built dashboards for top services such as Google Analytics and Salesforce. This allows you to begin learning from your data within minutes.

2. Use Information From Anywhere

Your information can be saved in Excel spreadsheets, databases, websites, or cloud storage such as OneDrive or Google Drive. Power BI can link to a variety of data sources. No matter where your information resides, Power BI can bring it all together in one location.

3. Fix Problems Right Away

Power BI employs "real-time dashboards." What it means is you can see at once when anything happens—sales declining or acquiring a new client.

This enables you to fix problems in a timely fashion. For instance, if sales are slow on a particular day, you can act quickly and make a change before it becomes a major issue.

4. Content Packs

Power BI has something called "Content Packs." These are pre-tuned collections of data sources, reports, and dashboards that let you start quickly with a particular service. For example, if you are working with QuickBooks, you can utilize a content pack to instantly view the company finances.

5. Print Dashboards

You might also want a hard copy of your reports for meeting or for class presentations. Power BI enables you to print your dashboards so that you can present your results in person.

6. Phrase questions in your own words.

One of the most user-friendly things about Power BI is that you can type something like: "What were my best-selling products last year?" and Power BI will give you an answer in chart or graph form. It's like searching with a search engine, but on your own data!

7. Customized Graphs and Charts

Each user or business is unique. Power BI lets you utilize various chart, map, and visual types that best suit your data. You can even download other users' newly created visual types.

8. DAX – A Robust Formula Language

Power BI uses a formula language called DAX (Data Analysis Expressions). It contains more than 200 built-in functions for advanced calculations. Don't panic—you don't need to learn them all at once! As you get more experienced, these functions will assist you in building better data models.

9. Access Data Easily

Power BI Desktop can retrieve data from a lot of locations—whether data resides on your machine or in the cloud. It doesn't matter whether the data is in structured form (such as rows and columns) or unstructured form (such as images or documents). Additional data sources are added each month.

10. Stay in Touch While Traveling

You don't need to be sitting at your desk to view your data. Power BI supports Android phone apps, iPhone apps, and Windows apps. You can view reports, get alerts, and make decisions remotely.

11. Integrate Power BI with Other Software

If you are a programmer, you can use something called an API (Application Programming Interface) to link Power BI to your website or existing application. This allows businesses to integrate Power BI capabilities into the existing applications.

New Power BI Features (Released in January)

Microsoft updates Power BI on a regular basis to improve it. Some of the amazing new features that were added recently are:

1. Hide Report Pages

Sometimes you might want to share just part of a report. Power BI now allows you to hide a handful of pages before sharing. Right-click on a page tab and select "Hide." Hidden pages will not appear to others, but you will still be able to see them while editing.

2. Alter Label Backgrounds

You can now set labels on charts and maps to your preferred background color. Your graphics thus look more pleasing, and people can read your labels more easily.

3. Adjust space between bars.

You now have an option for how far apart bars are in a bar chart. You can make them more or less separated, depending on how you want it to appear.

4. More Room for Axis Labels

If your bottom or side labels in your chart are getting cut off, you don't have to enlarge the whole chart. There is a new feature where you can enlarge the label space without enlarging the whole chart.

5. Ask "Top N" in Q&A

Power BI's natural language capability is now capable of interpreting questions such as "What are my top 3 best-selling products?" or "Top 5 departments by performance." It gives immediate and accurate and visual responses to such questions.

How to obtain Power BI certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Power BI is a powerful tool that simplifies data analysis and visualization. Its ease of use and real-time data make it ideal for both professionals and students. To excel in Power BI and advance your career through passing the power BI exam and get certification, look for top-rated courses by iCert Global.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Backlinks are important to inform search engines like Google which sites rank first. Backlinks are links that send people from one webpage to a different one. When a popular or reputable site links to your page, it informs Google that your site can be helpful and trustworthy. This can boost your site's ranking in search results.

Why Backlinks Are Important ?

Now that you know what backlinks are, it's time to learn why they matter. Backlinks are like the other websites' votes. When another site links to your page, they inform search engines that your content is worth their time and is trustworthy.

What are dofollow backlinks?

This kind of link gives credit to the page it points to, helping it rank higher. It informs search engines, "Hey, this page is worth looking at!" These are the most valuable form of backlinks because they make your site rank higher and become more authoritative.

What Are Nofollow Backlinks?

A nofollow backlink is a link that instructs search engines not to pass link juice or trust. These links were established to assist in the prevention of spam or low-quality content. Nofollow links might not improve your search ranking, but they can bring visitors to your page.

9 Best Types of Backlinks

There are numerous various kinds of backlinks. They all bring different kinds of value to your website . Some of the most beneficial ones to utilize in your link building campaign are discussed hereafter.

1. Editorial Links

These are the most quality backlinks. They happen when your site is mentioned in a news story, blog post, or expert list. This normally happens when you post quality content, such as useful articles, expert opinions, or popular infographics.

2. Links From Guest Blogging

When you write a blog post on someone else's website, you can usually include a link back to your website. This is guest blogging, and this is a good method of acquiring backlinks.

3. Business Profile Backlinks

When you create online business profiles on listing websites, social media, or review websites, you can typically add your website link. Search engines view these links as proof that your website is genuine and trustworthy.

4. Webinar Backlinks

Webinars are web video classes or web presentations. Webinars are content that other websites would be happy to link to. When you deliver a webinar or post its recording, other websites can link to it and link back to your site. You can sell your webinar the same way you sell articles or blogs.

5. Free Tool Links

Creating a free tool—a calculator or a basic application—can get you loads of backlinks. If your tool is helpful, other individuals will share it and link to it. You can also put your tool on forums where your audience are or where you've done guest posts.

6. Backlink Acknowledgment

Some sites thank organizations for sponsoring events, giving money, or giving talks at programs. These mentions often include a website link to the group. You can also see where your competition is obtaining their links and attempt to obtain similar ones.

7. Guest Post Bio Links

If a blog doesn't allow you to place links in the body of the post, it will often allow you to place one in the author bio. Even if the connection isn't in the post, it still benefits your SEO and can bring new visitors to your site.

8. Badge Links

You can create a badge (such as a virtual sticker or award) that other sites can display. If they display your badge on their website, they will also link to yours. Utilize SEO tools to locate well-ranked sites where you can offer your badge.

9. Comments Links

Most blogs let you share your website in the comment section. People do take advantage of this, but if you make good and genuine comments on good blogs, it can bring traffic to your website and build your brand.

Sponsored or Paid Links (rel="sponsored")

These are paid links. When a link is paid, it must be tagged "sponsored" so search engines know that it was bought. Paid links can help in SEO, but they must be tagged correctly.

UGC Links (rel="ugc")

UGC stands for User-Generated Content. These are links created by users, such as in blog comments or forums. Tagging a link with "ugc" means it came from user content, not the website.

How to Analyze Your Backlinks

Citing your backlinks helps you understand how well your SEO is doing. You can use tools like Ahrefs, Moz, or SEMrush to:

• Discover how many backlinks you have.

• Look at who links to you

• See how strong those websites are.

• Study the text of the links.

Best Type of Backlinks

1. Social Media Post Links

Blog posts on sites such as Facebook, Twitter, and LinkedIn are strong backlinks. Not only do they bring people to your site, but they also improve your site's search engine visibility and trust.

2. Referral Backlinks (Referral Domains)

These are links from other sites. They bring traffic and boost your website's ranking. You can get these links by writing guest posts, working with other sites, or linking in return.

What Kinds of Backlinks Should You Avoid Getting?

1. Sponsored Links

Purchasing backlinks may be an attractive fix, but it's risky business. Google can penalize your site if they catch you using paid links to artificially boost your rankings.

2. Press Releases That Are Not Real News

If you merely send out press releases to secure backlinks, it can sabotage your SEO. They sound more like spam to search engines as well as people visiting your website.

3. Irrelevant or Low Quality Directory Links

Having directories that are not topically relevant or poor directories for a link is not helpful. These can also appear to be spam and can decrease your site's quality score.

4. Low-Quality Forum Backlinks

Putting links in forums just to advertise your site can be a problem—unless you are actually engaged in an actual discussion in a legitimate forum.

5. Referrals from Spammy Sites

There are certain websites that carry a high "spam score," and search engines consider them unreliable. Obtaining links from these websites can harm your SEO. You can check a website's spam score using sites like Ahrefs or Moz.

How to obtain Digitam Marketing  certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Concluison

Backlinks help your website rank better on Google. Valuable backlinks tell search engines that your website is useful and worth their time. Being aware of the best backlinks can enhance your SEO. iCert Global offers simple courses on how to effectively utilize backlinks.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Raw data is of no use by itself. Data processing transforms raw data into comprehensible information. It involves gathering, cleaning, sorting, processing, and analyzing data before presenting it in a format easy to comprehend.

Six Steps of Data Processing

The cycle of data processing contains six significant steps:

1. Collection: Raw data is collected from various sources. Data can be numbers, user behavior, or even company accounts. The quality of data collected will decide the quality of the end product.

2. Preparation: Data preparation entails cleaning it to remove errors, duplicates, or blanks. The objective is to obtain quality data that is further analyzable.

3. The processed data : is converted into a format suitable for machine interpretation and entered into the system. It can be entered manually, scanned, or entered from external sources like APIs or databases.

4. Raw information: is transformed with the help of algorithms (such as AI or machine learning) to produce meaningful outcomes. Data processing can vary based on data nature and its purpose.

5. Output: The processed information is presented in an organized manner, such as charts, tables, or documents. The output is stored and can be used for further analysis.

6. Storage: Lastly, the data is stored for easy retrieval in the future. This helps improve user experience and smoothen the process in the next cycle.

Methods for Data Processing

There are various ways of processing information depending on the source of information and what has to be done to it. There are five broad categories as follows:

• Batch Processing: Data is collected over a set period and processed in bulk afterward. It is used in situations where time is not critical, e.g., payroll systems.

• Real-time processing: The data is processed as soon as it is entered, most appropriately used in applications that must respond rapidly, i.e., ATM withdrawals.

• Online Processing: Information is constantly entered into the system and is processed immediately. It is normally applied to operations such as scanning bar codes at the checkout counter.

• Multiprocessing: Data processing is carried out by multiple CPUs simultaneously, appropriate for operations such as weather forecasting that involve extensive processing.

• Time-sharing: The computer facilities are shared with numerous users by dividing time into tiny portions so that numerous users are able to use the system simultaneously.

Data Processing Procedures

There are several ways to handle data, including:

1. Manual Data Processing: Human beings do everything manually, without the assistance of tools or machines. It is cheap but can lead to errors and is not effective.

2. Mechanical Data Processing: Calculators and typewriters are tools facilitating data processing. Neither create more errors than if done manually nor do they have any when dealing with sets of data.

3. Electronic Data Processing: Computer technology processes the data, e.g., data processing software. It is accurate and fast but expensive.

4. Distributed Processing: The information is processed on more than one computer, hence it is quicker and more trustworthy. It assists in processing large tasks.

5. Automatic Data Processing: Software executes repetitive tasks automatically, eliminating human mistakes and boosting efficiency.

Shared Data Processing Tools

Among the shared instruments utilized to control data are:

• Apache Hadoop: Open-source framework for handling big data in numerous computers using MapReduce.

• Apache Spark: Spark performs data processing in memory, supporting both batch and streaming data.

• Google BigQuery: Cloud-based solution for fast analysis of large data, scalable to address increasing business data needs.

• Talend: A user-friendly software for information processing and management from various sources, convenient for businesses handling lots of data.

Data processing is one of the most significant activities of data science in the present times. It transforms raw data into meaningful information that aids business growth. With proper tools and procedures, businesses can find valuable insights and make informed decisions.

Microsoft Azure Data Factory

Microsoft Azure Data Factory is a cloud service that enables organizations to design, operate, and manage data pipelines. It enables businesses to process data in batch mode and stream mode, which is useful for different data processing requirements.

Major benefits of Azure Data Factory are:

• Cloud architecture: No equipment or infrastructure on-premises.

• User-friendliness: Drag-and-drop interface to create data pipelines.

• Batch and streaming support: Support data in both modes.

• Integration: Seamless integration with other Azure services.

• Scalability: Scalability in order to address the business needs.

It is a market-leading solution for organizations that need to handle huge amounts of data and process data automatically in the cloud.

Methods of Handling Data

Data processing is ubiquitous and pervades most industries and our everyday lives. Some of the examples of data processing in everyday life are given below:

1. Stock Trading Platforms:

These sites have access to current market data and process thousands of transactions every second

2. E-commerce Personalization:

Online shops collect and analyze customers' actions, such as visit history and past buys.

3. ride-hailing apps:

Ride-hailing services such as Uber and Lyft process real-time location and traffic data to enhance user experience.

How to obtain Big Data certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Final thoughts

Data processing helps in converting raw data into useful information for customers and businesses. Data processing makes decisions easy and faster. Learning data processing is a smart career choice in the IT industry. iCert Global offers great courses that can help you learn these skills easily.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Ransomware and hacking attacks are increasing as more businesses utilize the internet and become online. These attacks are meant to disable computer systems and pay ransom money to open them. Hackers also gain unauthorized access and steal data or release it without authorization.

What are hacking programs?

Hacking software is computer software or applications that assist an individual in identifying vulnerabilities in apps, systems, or networks. The software is utilized to bypass security controls and show where the problems lie.

Invicti

Invicti is an online application (SaaS) that scans for website and web application security problems. It is capable of finding vulnerabilities like XSS, SQL Injection, and other common bugs that get exploited by attackers. Invicti can either be accessed from the web or installed locally (on-premises).

Some of the key components of Invicti are:

• Proof-Based Scanning correctly identifies issues and provides real evidence of the issue.

• Invicti can understand and handle sites according to rules that manipulate URLs.

Acunetix

Acunetix is an intelligent ethical hacking tool that behaves like a real hacker. It helps companies identify and fix security vulnerabilities before malicious hackers exploit them. Acunetix is able to scan websites built using JavaScript, single-page applications, and HTML5 very efficiently. It also scans secure and complex websites and then reports to show where the problems are and how to fix them.

Some of the nice features of Acunetix are:

It detects over 1,200 issues in WordPress plugins, themes, and core files.

•  It integrates perfectly with widely used tools that assist teams in identifying and correcting issues while writing software.

SolarWinds Security Event Manager

SolarWinds is a hacking tool that is used ethically to help businesses protect their computer systems. It can automatically detect threats, protect networks, and ensure that security policies are being followed. It also helps teams monitor log files and sends alerts in real time if something is out of the ordinary.

Key information regarding SolarWinds Security:

• Contains a built-in program to scan for security problems.

• Enables users to control memory stick usage, eliminating unsafe file sharing.

Traceroute NG

Traceroute NG is a utility that makes it easier for users to view how data moves across a network. It can detect hostnames, IP addresses, and packet loss (when data fails to arrive on the other side). It also gives precise results via the command line.

Major components of Traceroute NG:

• Uses ICMP and TCP to scan network paths.

• Generates.txt log files to maintain the test results.

Burp Suite

Burp Suite is a software that business organizations use to test whether their websites and applications are secure. It has a series of tools that collaborate to assist in determining flaws in pen-testing (testing how susceptible it is to allow hackers). Burp Suite assists right from the initial step of scanning a website to searching for vulnerabilities.

Main components of Burp Suite:

• Detects more than 3,000 web application vulnerabilities.

• Can test both custom applications and open-source applications.

Ettercap

Ettercap is a documented utility tool employed by ethical hackers to scan networks and devices for security breaches. It can scan hosts (computers or devices) as well as networks for problems.

Principal características de Ettercap:

• Finds switched LANs between devices using ARP poisoning (a method that misleads devices into sending data incorrectly).

• Enables you to add characters to clients or servers when establishing the connection.

Aircrack

Aircrack is a popular application that companies utilize to detect and fix poor wireless networks. Aircrack is able to infiltrate networks lacking strong security using WPA2 and WEP WPA encryption keys.

Key features of Aircrack:

• Compatible with most network cards and drivers.

• Includes PTW, a specialized attack utility for WEP networks.

Angry IP Scanner

Angry IP Scanner is an open-source tool that can be executed on different devices. It enables you to scan IP addresses and ports on local and internet networks.

Main characteristics of Angry IP Scanner:

• Can scan both local and internet networks.

• Gives responses in any format you require.

LiveAction

LiveAction is an excellent tool for ethical hacking. It is used by organizations to identify and resolve performance issues and minimize security threats. Packet intelligence within LiveAction is one of the best tools available for quickly and simply identifying network issues.

Major sections of LiveAction:

• A robust yet simple-to-use tool to diagnose network issues.

• Retrieves the required information automatically to enable rapid security alarm checks.

QualysGuard

QualysGuard is a software that assists businesses in enhancing security after employees have received online cybersecurity training. It is also a component of a business's transition to more digital technology, so it is among the best ethical hacking tools. QualysGuard can detect issues in any online cloud network.

Main characteristics of QualysGuard:

• It is widely utilized by numerous large organizations globally.

• No extra hardware or special administration is needed.

Netsparker

Netsparker is a program that finds security problems in a different way. Netsparker determines if the problem is there, thus you do not waste time upon scanning to do it again. You can utilize Netsparker either with Windows or in the cloud.

Key features of Netsparker:

• Automates security work, which saves your team a lot of time each month.

• Reminds you of the status of your patches.

How to obtain Ethical Hacking certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

You require ethical hacking tools to secure your systems against cyber attacks. You can detect and resolve vulnerabilities before they are exploited using the appropriate apps. Get ahead, secure your networks, and secure your data with the expertise of iCert Global.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

In the present day, information is extremely valuable. Consequently, individuals utilize several tools to organize and make sense of it. One extremely useful tool is Microsoft Access. It is simple to use large sets of information in a manner where everything remains in order.

What is Microsoft Access?

Microsoft Access is a computer program made by Microsoft that helps you store and manage information. It comes with the Microsoft 365 set of programs. Microsoft Access is used to help users store, keep track of, and analyze data. Access was launched way back in 1992 and is one of the oldest programs still in use today.

Characteristics of Microsoft Access

1. Easy to Navigate

Access has an easy-to-use screen that lets you make tables, forms, and reports just by dragging and dropping things. You do not have to be a technology wizard to use its capabilities.

2. Pre-Designed Templates

It has templates to assist you in getting started. For instance, it has templates for inventory tracking, customer management, etc.

3. Smart Data Search (Queries)

Access enables you to search and structure your data in smart ways. Through sorting, filtering, or merging data between two tables, you can simply find what you are looking for.

4. Charts and Reports

You can make neat reports, charts, and summaries using the information you collect.

5. Custom Forms

You have the ability to design your own forms so that it is easy for users to insert or see data. You can add things like text boxes or buttons.

6. Automate Your Work with Macros

Access enables you to use macros to automate routine tasks—in this case, opening a form or performing a search—leaving you free to do other things.

7. Write Your Own Code

If you possess the talent of working with VBA (Visual Basic for Applications), then you can devise your own solutions and automate lengthy tasks.

8. Share with Others

You can allow other people to have access to your database and specify who can see or alter the data.

9. Interoperability with Other Microsoft Products

Access is Excel-compatible, Word-compatible, and compatible with other Microsoft applications. You can export or import data and apply it in so many different ways.

How Is Microsoft Access Different from Excel?

Let us talk about what Microsoft Excel is before we proceed to the differences. Excel is a program that enables you to deal with numbers and manage small sets of data. It is most proficient at performing simple calculations and creating charts.

How Microsoft Access Is Used ? 

Microsoft Access contains several useful tools that make data management and understanding easier. Some of the applications of the way it is used are discussed below:

• Import from Excel or other databases.

• Design data viewing or entry forms

• Conduct searches (queries) to reveal in-depth information.

• Produce reports that can be printed or exported to PDF files

• Access the data using SQL

Main Components of Microsoft Access

Tables

This is where the data is kept, like a big table with rows and columns. You can store it all in one big table (a flat database) or break the data into many small related tables (a relational database).

Relational Databases

Rather than grouping all of it in one location, it is preferable to divide the data into separate tables that are related. This simplifies organization and searching.

Forms.

Forms allow users to enter or view information without directly having to deal with tables.

Macros

Macros are handy little programs that allow you to have routine things done automatically, like opening a form or running a search.

Modules

Modules are special collections of instructions in a programming language known as VBA. They let you do more advanced tasks.

Questions

Queries are searches that help you locate precise information from your tables. They are priceless, particularly when your database is packed with information.

Reports

Reports help you to sort and classify your data, so it is easy to read, share, or print.

How Microsoft Access is Constructed (Architecture) ?

Microsoft Access is a relational database management system that gives you the means to design and work with databases in a user-friendly interface.

Here's a look at its makeup:

• Tables: All your information in rows and columns

• Forms: Streamline the process of data entry and viewing.

• Questions: Find, structure, and filter the information you need.

• Reports: Present your data through charts, summaries, or graphs.

• Macros: Simplify tasks such as opening a form

• Modules: Code your own using VBA.

• Security: Decide who can look at or change the data.

With additional groups, Access can connect to large systems like SQL Server, where a large number of users can access the same database at the same time.

The Common Uses of Microsoft Access.

• Data Storage: Maintain a well-organized repository of important data.

• Inventory Management: Monitor items, locations, and inventory

• Customer Management (CRM): Keep and maintain customer information.

• Project Management: Track tasks and deadlines

• Employee Records: Keep employee information and work history

• Planning Events: Coordinate guest lists and RSVPs.

• Small Business Help: Monitor your finances, sales, and stock.

Types of Microsoft Access Databases

1. Flat File Databases

Simple and contains just one table—good for basic requirements.

2. Relational Databases

Employ multiple tables that refer to each other—best suited to organize complex data.

Microsoft Access Data Types

Access enables you to save different kinds of data. The following are the most common kinds:

• Attachment: Stores images or documents

• Auto Number: Automatically numbers each record

• Calculated: Makes calculations using data from other disciplines

• Currency: Stores money amounts

• Date/Time: Stores dates and times

• Hyperlink: Links to websites

• Long Text: Contains much text (up to 63,999 characters)

• Number: Stores numbers for calculations

• OLE Objects: Stores files like audio or video

• Short Text: Names of stores or brief information

• Yes/No: Holds single true or false values

How to obtain certification? 

We are an Education Technology company providing certification training courses to accelerate careers of working professionals worldwide. We impart training through instructor-led classroom workshops, instructor-led live virtual training sessions, and self-paced e-learning courses.

We have successfully conducted training sessions in 108 countries across the globe and enabled thousands of working professionals to enhance the scope of their careers.

Our enterprise training portfolio includes in-demand and globally recognized certification training courses in Project Management, Quality Management, Business Analysis, IT Service Management, Agile and Scrum, Cyber Security, Data Science, and Emerging Technologies. Download our Enterprise Training Catalog from https://www.icertglobal.com/corporate-training-for-enterprises.php and https://www.icertglobal.com/index.php

Popular Courses include:

• Project Management: PMP, CAPM ,PMI RMP

• Quality Management: Six Sigma Black Belt ,Lean Six Sigma Green Belt, Lean Management, Minitab,CMMI

• Business Analysis: CBAP, CCBA, ECBA

• Agile Training: PMI-ACP , CSM , CSPO

• Scrum Training: CSM

• DevOps

• Program Management: PgMP

• Cloud Technology: Exin Cloud Computing

• Citrix Client Adminisration: Citrix Cloud Administration

The 10 top-paying certifications to target in 2025 are:

• Certified Information Systems Security Professional® (CISSP)

• AWS Certified Solutions Architect

• Google Certified Professional Cloud Architect 

• Big Data Certification

• Data Science Certification

• Certified In Risk And Information Systems Control (CRISC)

• Certified Information Security Manager(CISM)

• Project Management Professional (PMP)® Certification

• Certified Ethical Hacker (CEH)

• Certified Scrum Master (CSM)

Conclusion

Microsoft Access is a smart data work tool. You can simply monitor, track, and report information. Enroll in the courses at iCert Global to study Microsoft Access the right way.

Contact Us For More Information:

Visit : www.icertglobal.com     Email : info@icertglobal.com

Imputation is a statistical method where missing information is replaced by other figures. 'Unit imputation' is replacing an entire data point, and 'item imputation' is replacing some aspect of a data point.

Missing values can result in bias, make data analysis difficult, and reduce efficiency. These are the primary issues it causes. Imputation is a process that is applied to deal with missing data instead of excluding it because missing values render analysis challenging.

Why Is Data Imputation Important?

Since we now know what data imputation is, let us proceed to know why it is that important. We employ imputation to treat issues brought about by missing data . Alters the Dataset If much data is lost, it may lead to unusual patterns in the data set, and hence the data becomes untrustworthy.

Advantages of Python Tools for Machine Learning

When you use machine learning libraries (like SkLearn), missing data can lead to errors because these tools do not fix it by themselves.

• Impacts on the Final Model

• Missing data can create bias in the dataset, which impacts the result of the final model.

• Desire to Maintain All the Information

• At times, even though the dataset may be limited, missing values can greatly affect the end analysis. Imputation prevents all the data from being missing.

• Next or Previous Value

In time series data (sorted data), we can replace missing values with the next or previous value. This is because numbers that are next to each other in the list will be close. This can be applied to numbers and names.

• KNearest Neighbors

In this approach, we find the k most similar cases in the data where we do have data. We then replace the missing value with the most common of that group.

Mean, Moving Average, or Median Value

Sometimes missing values are filled in with the average (mean), middle value (median), or rounded average of the numbers in the data. If the data contains many outliers (values that are very different from the others), it's better to use the median instead of the average.

Fixed Value

Fixed value imputation is the process of replacing missing data using a specific value, e.g., "not answered" on a questionnaire. It can be applied to any data type, including categories.

What Is Multiple Imputation?

Multiple imputation is a process that employs several different estimates to replace missing data. The estimates are averaged and combined to yield better and more precise results than a single estimate. Multiple imputation requires more computer time and more data to function optimally.

Some of the common techniques for multiple imputation are:

• Multivariate Imputation by Chained Equations (MICE): MICE employs a regression model to repeatedly make intelligent estimates and fill in missing values through repeated iterations with filled data in an effort to increase precision.

• Bootstrap Imputation: It creates multiple complete datasets by imputing missing values in a number of ways. It assists in demonstrating uncertainty within the data.

• Markov Chain Monte Carlo (MCMC): MCMC applies simulations to generate new numbers for missing data and provides good estimation with the available data.

• Predictive Mean Matching (PMM): PMM finds comparable data points to the missing data and replaces the missing data with them while maintaining the data realistic.

This is how multiple imputation works:

1. For every missing value, we generate a series of predictions to replace the missing value.

2. After filling in the gaps, we analyze the data using the guesses.

3. Lastly, we merge the outcomes of various analyses to obtain the optimal answer.

Types of Missing Data

How missing data is treated varies based on whether it is MCAR (Missing Completely at Random), MAR (Missing at Random), or MNAR (Missing Not at Random).

Bias and distortion of data.

Missing values can cause bias if they are filled in incorrectly. If the imputed values are not indicative of the missing values, then it can distort the analysis and result in misinterpretation.

Challenging in Assessing Imputation Quality

There is no method to guarantee that the imputed values are accurate. Because imputation is founded on some assumption regarding the correlation between variables, any wrong assumptions can result in erroneous imputed values.

Computational Needs

There are some advanced missing data imputation methods that might be computationally intensive, particularly when dealing with big data.

Limited Reliability with Heterogeneous Data

Working with various types of data (e.g., numbers and categories) complicates the imputation.

Use Cases