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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 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 17, 2025

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

Discover courses in data analytics

Google

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

4.8 stars, 183K reviews, Beginner, Professional Certificate, 3 - 6 Months
Status: Recently updated

Microsoft

Skills you'll gain: Power BI, Dashboard Creation, Data Visualization, Microsoft Excel, Advanced Analytics, Data Integrity, Data Analysis, Data Storage, Business Intelligence, Model Optimization, Descriptive Statistics, Creative Design, SQL, Data Wrangling, Data Entry, Data Security, Data Import/Export, Data Analysis Software, Data Maintenance, Design

4.6 stars, 9.7K reviews, Beginner, Professional Certificate, 3 - 6 Months
Status: Trending right now

IBM

Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, SQL, Data Mining, Interactive Data Visualization, Extract, Transform, Load, IBM Cognos Analytics, Data Analysis, Excel Formulas, Exploratory Data Analysis, Professional Networking, Analytics, Python Programming, Microsoft Excel

4.6 stars, 100K reviews, Beginner, Professional Certificate, 3 - 6 Months
Status: Recently updated
[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."

February 26, 2026

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.

December 1, 2025

Article

[Featured Image]: A person looks through a spreadsheet on a device to locate data for econometric modeling.

Econometric Modeling: Go Beyond the Spreadsheet to Unlock Business Insights

Explore how econometric modeling can improve decision-making and business outcomes. Learn how to select the right model, explore career opportunities, and build one of your own.

December 9, 2025

Article

[Featured Image] A data scientist works on a laptop and examines data visualizations, using Bayesian hierarchical modeling to extract insights.

An Introduction to Bayesian Hierarchical Modeling for Data Science

Learn what Bayesian hierarchical modeling is, how to build your own model, and how professionals across industries use this tool.

December 9, 2025

Article

[Feature Image] After learning how to conduct a root cause analysis, two colleagues review the results on their laptops as they devise a strategy to solve a business problem.

How to Conduct a Root Cause Analysis for Effective Problem-Solving

Explore root cause analysis, including when and how to conduct a root cause analysis and how to use the information you gather to prevent recurring issues.

November 17, 2025

Article

[Featured image] Coursera learner Anas stands in front of a multi-colored background with the word "Meet" faintly visible behind him. The words "Coursera Learner" are on his left and "Meet Anas" are on his right.

The Doctor Leveling Up His Data Skills: Meet Anas

Coursera learner Anas A. set about strengthening his data analysis abilities and building project management skills to support his work in clinical research settings.

February 26, 2026

Article

[Featured Image] A researcher stands in front of a monitor as they review findings after applying latent variable modeling to a data set.

Latent Variable Modeling Explained: Methods, Examples, and Applications

Explore what latent variable modeling is, how it can benefit you, and how to choose the right model based on your research question and data types.

December 1, 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 17, 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."

February 26, 2026

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.

December 1, 2025

Article

[Featured Image]: A person looks through a spreadsheet on a device to locate data for econometric modeling.

Econometric Modeling: Go Beyond the Spreadsheet to Unlock Business Insights

Explore how econometric modeling can improve decision-making and business outcomes. Learn how to select the right model, explore career opportunities, and build one of your own.

December 9, 2025

Article

[Featured Image] A data scientist works on a laptop and examines data visualizations, using Bayesian hierarchical modeling to extract insights.

An Introduction to Bayesian Hierarchical Modeling for Data Science

Learn what Bayesian hierarchical modeling is, how to build your own model, and how professionals across industries use this tool.

December 9, 2025

Article

[Feature Image] After learning how to conduct a root cause analysis, two colleagues review the results on their laptops as they devise a strategy to solve a business problem.

How to Conduct a Root Cause Analysis for Effective Problem-Solving

Explore root cause analysis, including when and how to conduct a root cause analysis and how to use the information you gather to prevent recurring issues.

November 17, 2025

Article

[Featured image] Coursera learner Anas stands in front of a multi-colored background with the word "Meet" faintly visible behind him. The words "Coursera Learner" are on his left and "Meet Anas" are on his right.

The Doctor Leveling Up His Data Skills: Meet Anas

Coursera learner Anas A. set about strengthening his data analysis abilities and building project management skills to support his work in clinical research settings.

February 26, 2026

Article

[Featured Image] A researcher stands in front of a monitor as they review findings after applying latent variable modeling to a data set.

Latent Variable Modeling Explained: Methods, Examples, and Applications

Explore what latent variable modeling is, how it can benefit you, and how to choose the right model based on your research question and data types.

December 1, 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.

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