Labor Day starts with $70+ in savings on Coursera Plus. Save 40% for 3 months.

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.

Coursera logo C cutout
[Featured Image] A group of learners gather to study, preparing for an exam covering medallion architecture in their data engineering program.

Medallion Architecture: How It Works and Why It Matters in Modern Data Engineering

Explore what medallion architecture is and how it works in data lakehouse environments. Learn how data quality improves at each layer of the medallion architecture and how this enhances lakehouse scalability.

March 20, 2026

Article

[Featured Image] A doctor dressed in white sits at their clinic desk and views spreadsheets on three monitors, working on converting Excel columns to rows.

How to Convert Excel Columns to Rows: A Practical Guide to Transposing Data

Learn how to convert Excel columns to rows using Paste Special, functions, and Power Query so you can manage and manipulate your data effectively.

February 26, 2026

Article

[Featured Image] A person in their home office is using a Google Sheets solver application while looking at a computer monitor and typing on a laptop and manual calculator.

How to Use Solver in Google Sheets

Learn about how to install and use a solver application in Google Sheets, and explore options, advantages, and best usage strategies.

February 26, 2026

Article

[Featured Image] A group of learners gather to study, preparing for an exam covering medallion architecture in their data engineering program.

Medallion Architecture: How It Works and Why It Matters in Modern Data Engineering

Explore what medallion architecture is and how it works in data lakehouse environments. Learn how data quality improves at each layer of the medallion architecture and how this enhances lakehouse scalability.

March 20, 2026

Article

[Featured Image] A doctor dressed in white sits at their clinic desk and views spreadsheets on three monitors, working on converting Excel columns to rows.

How to Convert Excel Columns to Rows: A Practical Guide to Transposing Data

Learn how to convert Excel columns to rows using Paste Special, functions, and Power Query so you can manage and manipulate your data effectively.

February 26, 2026

Article

Discover courses in data analytics

IBM

Skills you'll gain: Data Storytelling, Data Wrangling, Data Presentation, Big Data, Interactive Data Visualization, Data Analysis, Statistical Visualization, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Data Import/Export, Apache Hive, Data Mart, Data Processing, Data Warehousing, Data Transformation, Apache Spark, Data Science, Microsoft Excel

4.8 stars, 21K reviews, Beginner, Course, 1 - 3 Months
Status: Free trial

Google

Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Interactive Data Visualization, Data Validation, Ggplot2, R (Software), Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, Object Oriented Programming (OOP), File Management, Web Presence, Data Structures, Interviewing Skills

4.8 stars, 182K reviews, Beginner, Professional Certificate, 3 - 6 Months
Status: Trending right now
Status: Free trial

Google

Skills you'll gain: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL

4.8 stars, 123K reviews, Beginner, Course, 1 - 4 Weeks
Status: Trending right now
Status: Free trial
[Featured Image] A group of quantitative analysts review financial data to help executives at a bank make informed decisions.

What Is a Quantitative Analyst? Roles, Responsibilities, and Career Outlook

Discover what a quantitative analyst is, and explore what they do and how you can become one.

February 26, 2026

Article

[Featured Image] Two data scientists use Apache Spark to expedite their data processing to extract key insights.

What Is Apache Spark? How It Works and Why It’s Used

Learn about Apache Spark, including its various capabilities and the careers where Apache Spark is a valuable tool.

February 11, 2026

Article

[Featured Image]: A person uses a laptop to search for index seek versus index scan to learn more about database development and management.

Understanding Index Seek vs. Index Scan in Databases

Learn how database engines use index seeks and index scans to retrieve data efficiently. Explore how the query optimizer chooses between them.

November 24, 2025

Article

[Featured Image] Power BI specialists in a professional workspace, examining Power BI on their computers.

How Long Does It Take to Learn Power BI?

Learning Power BI, a data visualization platform from Microsoft, can take between a couple of hours to a couple of months, depending on your learning goals. Explore how long it takes to learn Power BI through a variety of learning programs.

November 24, 2025

Article

[Featured Image]: A statistician specializing in environmental statistics leans on a table while reviewing data collected by an organization.

Environmental Statistics: The Data-Driven Path to a Greener Career

Discover how environmental statistics can help you turn data into action and make a lasting impact on the world around you.

November 3, 2025

Article

[Featured Image] A person in business casual clothing sits at a desk using their laptop.

Which Business Intelligence Professional Certificate is Best for You? Microsoft Power BI vs. Business Analyst

Develop a broad understanding of business intelligence or build your technical skills with two different programs from Microsoft on Coursera. Learn more about their differences across topics, tools, and skills, and which is best for your career goals.

October 30, 2025

Article

[Featured image] A big data engineer is at a computer working on organizing data.

Which Data Analytics Professional Certificate Is Best For You? Google vs. IBM vs. Meta

Build your knowledge and skill set in data analysis with three different programs from esteemed industry partners on Coursera. Learn more about their differences across topics, tools, and skills, and which is best for your goals.

October 30, 2025

Article

[Featured image] Coursera learner Eman stands in front of a mixed-color background of red, pink, and blue with the word "Meet" faintly visible behind her. The words "Coursera Learner" are on her left and "Meet Eman" are on her right.

From Solving Customer Problems to Finding Customer Patterns: Meet Eman

Eman B. began learning project management and data analysis to keep up with her evolving career. With her Coursera Plus subscription, she found a "launchpad for integration, creativity, and impact."

October 27, 2025

Article

[Feature] A professional works on creating data visualizations based on the analysis derived from linear mixed effects models.

What Are Linear Mixed Effects Models? A Beginner’s Guide

Learn how to use and interpret linear mixed effects models. Explore different types, example use cases, and how to build this powerful data analytics skill.

October 24, 2025

Article

[Featured Image] A person in their home office is using a Google Sheets solver application while looking at a computer monitor and typing on a laptop and manual calculator.

How to Use Solver in Google Sheets

Learn about how to install and use a solver application in Google Sheets, and explore options, advantages, and best usage strategies.

February 26, 2026

Article

[Featured Image] A group of quantitative analysts review financial data to help executives at a bank make informed decisions.

What Is a Quantitative Analyst? Roles, Responsibilities, and Career Outlook

Discover what a quantitative analyst is, and explore what they do and how you can become one.

February 26, 2026

Article

[Featured Image] Two data scientists use Apache Spark to expedite their data processing to extract key insights.

What Is Apache Spark? How It Works and Why It’s Used

Learn about Apache Spark, including its various capabilities and the careers where Apache Spark is a valuable tool.

February 11, 2026

Article

[Featured Image]: A person uses a laptop to search for index seek versus index scan to learn more about database development and management.

Understanding Index Seek vs. Index Scan in Databases

Learn how database engines use index seeks and index scans to retrieve data efficiently. Explore how the query optimizer chooses between them.

November 24, 2025

Article

[Featured Image] Power BI specialists in a professional workspace, examining Power BI on their computers.

How Long Does It Take to Learn Power BI?

Learning Power BI, a data visualization platform from Microsoft, can take between a couple of hours to a couple of months, depending on your learning goals. Explore how long it takes to learn Power BI through a variety of learning programs.

November 24, 2025

Article

[Featured Image]: A statistician specializing in environmental statistics leans on a table while reviewing data collected by an organization.

Environmental Statistics: The Data-Driven Path to a Greener Career

Discover how environmental statistics can help you turn data into action and make a lasting impact on the world around you.

November 3, 2025

Article

[Featured Image] A person in business casual clothing sits at a desk using their laptop.

Which Business Intelligence Professional Certificate is Best for You? Microsoft Power BI vs. Business Analyst

Develop a broad understanding of business intelligence or build your technical skills with two different programs from Microsoft on Coursera. Learn more about their differences across topics, tools, and skills, and which is best for your career goals.

October 30, 2025

Article

[Featured image] A big data engineer is at a computer working on organizing data.

Which Data Analytics Professional Certificate Is Best For You? Google vs. IBM vs. Meta

Build your knowledge and skill set in data analysis with three different programs from esteemed industry partners on Coursera. Learn more about their differences across topics, tools, and skills, and which is best for your goals.

October 30, 2025

Article

[Featured image] Coursera learner Eman stands in front of a mixed-color background of red, pink, and blue with the word "Meet" faintly visible behind her. The words "Coursera Learner" are on her left and "Meet Eman" are on her right.

From Solving Customer Problems to Finding Customer Patterns: Meet Eman

Eman B. began learning project management and data analysis to keep up with her evolving career. With her Coursera Plus subscription, she found a "launchpad for integration, creativity, and impact."

October 27, 2025

Article

[Feature] A professional works on creating data visualizations based on the analysis derived from linear mixed effects models.

What Are Linear Mixed Effects Models? A Beginner’s Guide

Learn how to use and interpret linear mixed effects models. Explore different types, example use cases, and how to build this powerful data analytics skill.

October 24, 2025

Article

Explore articles about data analytics, business intelligence, and data visualization. Learn about career paths, SQL, Excel, and analytics tools, and how to build the skills needed to turn data into business insights.

Ready to start learning? Explore our catalog of data analytics, Python, and business analytics courses for beginners and experienced professionals.

Frequently Asked Questions (FAQ)