Data Analytics

Data analytics is the collection, transformation, and organization of data in order to draw conclusions, make predictions, and drive informed decision making. Learn more about data analytics and career opportunities with these resources.

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[Featured image] A business person who has earned analytics certification points to charts and graphs on a screen while explaining the data to their colleagues.

What Is a Data Analytics Certification?

Pursuing data analytics certification could start or advance your career as a data analyst. Learn who can benefit from a data analytics certification and explore which credential might be right for your career goals.

February 20, 2025

Article

[Featured Image] A team of coworkers sits around a table in an office setting and engages in decision-making based on business intelligence systems.

Your 2025 Guide to Business Intelligence Systems

Explore business intelligence systems, including relevant tools and processes, and consider how they can support your business or organization by improving decision-making.

February 20, 2025

Article

[Featured Image] Two computer science learners discuss Python concepts as part of their studies.

What Are Python Concepts?

Unravel the core concepts of Python and discover why it's a go-to language for developers worldwide. Learn more about Python concepts and their applications and explore careers that use Python.

February 19, 2025

Article

[Featured image] A business person who has earned analytics certification points to charts and graphs on a screen while explaining the data to their colleagues.

What Is a Data Analytics Certification?

Pursuing data analytics certification could start or advance your career as a data analyst. Learn who can benefit from a data analytics certification and explore which credential might be right for your career goals.

February 20, 2025

Article

[Featured Image] A team of coworkers sits around a table in an office setting and engages in decision-making based on business intelligence systems.

Your 2025 Guide to Business Intelligence Systems

Explore business intelligence systems, including relevant tools and processes, and consider how they can support your business or organization by improving decision-making.

February 20, 2025

Article

Discover courses in data analytics

Status: New AI skills

Google

Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Data Ethics, Rmarkdown, Interactive Data Visualization, Interviewing Skills, Data Cleansing, Data Validation, Ggplot2, Tableau Software, Presentations, Spreadsheet Software, Data Analysis, Data Visualization Software, Stakeholder Communications, Dashboard, Sampling (Statistics), Analytics, Stakeholder Management

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
166K reviews

Beginner · Professional Certificate · 3 - 6 Months

IBM

Skills you'll gain: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Mart, Data Warehousing, Data Storytelling, Apache Spark, Data Cleansing, Data Lakes, Data Visualization Software, SQL

4.8
Rating, 4.8 out of 5 stars
18K reviews

Beginner · Course · 1 - 3 Months

IBM

Skills you'll gain: Data Storytelling, Requirements Elicitation, Risk Mitigation, Business Analysis, Business Process Modeling, Data Presentation, Risk Analysis, Project Scoping, Process Mapping, Process Optimization, Data Visualization, Requirements Management, Risk Management, Interactive Data Visualization, Business Requirements, Stakeholder Management, Stakeholder Engagement, Excel Formulas, Microsoft Excel, Analysis

4.7
Rating, 4.7 out of 5 stars
12K reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Image] A data journalist works on her laptop and computer in her office space in front of a window, researching data for her next story.

What Is a Data Journalist?

Discover the role of a data journalist. Learn what data journalists do, the skills they need, and how to start on your path to becoming one.

February 19, 2025

Article

[Featured Image] A man writes in a notebook and looks at his laptop as he takes a data science course online and learns about topics like star schema vs. snowflake schema.

Star Schema vs. Snowflake Schema: What’s the Difference?

Discover what star schema and snowflake schema data models are, their practical uses, benefits, drawbacks, and how they compare to one another as two popular data modeling techniques.

February 13, 2025

Article

[Featured Image] Four co-workers sit around a table discussing their business intelligence strategy.

Crafting a Business Intelligence Strategy

Unpack the essentials of a business intelligence strategy and its critical role in data-driven decision-making.

February 13, 2025

Article

[Featured Image] A group of three business analysts go over a business analysis report before presenting it to their leadership.

What Is Business Analysis?

Business analysis is a key part of a business’s strategic planning and success. Learn more about business analysis, including the types of business analysis, what a career as a business analyst might look like, and how to get started.

February 11, 2025

Article

[Featured Image] A forecasting analyst sits from her sofa and works from home, using a laptop and paperwork for business forecasting.

What Is Business Forecasting?

Business forecasters use data analysis and qualitative insights to predict a business' future performance. Learn more about business forecasting, including the types of business forecasting and how to start a career in this field.

February 11, 2025

Article

[Featured Image] The hands of a technical support agent are plugging in cables to a server to build a business intelligence architecture for a company.

What Is Business Intelligence Architecture?

Discover business intelligence architecture, why it is useful, and how you can incorporate it in your organization to support data-driven decisions.

February 8, 2025

Article

[Featured Image] A businesswoman's hand is holding a tablet with a chart created using business analytics software.

What Is Business Analytics Software?

Learn what business analytics software is and why it’s important for modern companies to leverage these applications to make data-driven decisions.

February 7, 2025

Article

[Featured Image] The hands of a business woman are typing on a laptop in a google spreadsheet that she has frozen rows of information.

How to Freeze a Row in Google Sheets

Learn how to freeze a row in Google sheets, as well as how to unfreeze it. This technique is the same for rows and columns.

February 6, 2025

Article

[Featured Image] A women is on her laptop learning how to lock cells in google sheets.

How to Lock Cells in Google Sheets

Knowing how to lock cells in Google Sheets can help you protect your data from unwanted edits. Learn how to use this feature with this tutorial.

February 6, 2025

Article

[Featured Image] Two computer science learners discuss Python concepts as part of their studies.

What Are Python Concepts?

Unravel the core concepts of Python and discover why it's a go-to language for developers worldwide. Learn more about Python concepts and their applications and explore careers that use Python.

February 19, 2025

Article

[Featured Image] A data journalist works on her laptop and computer in her office space in front of a window, researching data for her next story.

What Is a Data Journalist?

Discover the role of a data journalist. Learn what data journalists do, the skills they need, and how to start on your path to becoming one.

February 19, 2025

Article

[Featured Image] A man writes in a notebook and looks at his laptop as he takes a data science course online and learns about topics like star schema vs. snowflake schema.

Star Schema vs. Snowflake Schema: What’s the Difference?

Discover what star schema and snowflake schema data models are, their practical uses, benefits, drawbacks, and how they compare to one another as two popular data modeling techniques.

February 13, 2025

Article

[Featured Image] Four co-workers sit around a table discussing their business intelligence strategy.

Crafting a Business Intelligence Strategy

Unpack the essentials of a business intelligence strategy and its critical role in data-driven decision-making.

February 13, 2025

Article

[Featured Image] A group of three business analysts go over a business analysis report before presenting it to their leadership.

What Is Business Analysis?

Business analysis is a key part of a business’s strategic planning and success. Learn more about business analysis, including the types of business analysis, what a career as a business analyst might look like, and how to get started.

February 11, 2025

Article

[Featured Image] A forecasting analyst sits from her sofa and works from home, using a laptop and paperwork for business forecasting.

What Is Business Forecasting?

Business forecasters use data analysis and qualitative insights to predict a business' future performance. Learn more about business forecasting, including the types of business forecasting and how to start a career in this field.

February 11, 2025

Article

[Featured Image] The hands of a technical support agent are plugging in cables to a server to build a business intelligence architecture for a company.

What Is Business Intelligence Architecture?

Discover business intelligence architecture, why it is useful, and how you can incorporate it in your organization to support data-driven decisions.

February 8, 2025

Article

[Featured Image] A businesswoman's hand is holding a tablet with a chart created using business analytics software.

What Is Business Analytics Software?

Learn what business analytics software is and why it’s important for modern companies to leverage these applications to make data-driven decisions.

February 7, 2025

Article

[Featured Image] The hands of a business woman are typing on a laptop in a google spreadsheet that she has frozen rows of information.

How to Freeze a Row in Google Sheets

Learn how to freeze a row in Google sheets, as well as how to unfreeze it. This technique is the same for rows and columns.

February 6, 2025

Article

[Featured Image] A women is on her laptop learning how to lock cells in google sheets.

How to Lock Cells in Google Sheets

Knowing how to lock cells in Google Sheets can help you protect your data from unwanted edits. Learn how to use this feature with this tutorial.

February 6, 2025

Article

Every day, data analytics powers business decisions and product innovations around the world. Data analysts are in high demand across many industries.

Not sure where to start? We've compiled free articles and resources on this and other data topics, including:

  • AI and machine learning

  • Data basics

  • Data engineering

  • Data science

  • Generative AI and ChatGPT

Frequently Asked Questions (FAQ)