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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[Feature Image] A young businessperson working in a glass-walled office uses descriptive, predictive, and prescriptive analytics to drive informed decisions.
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Understanding the Differences Between Descriptive, Predictive, and Prescriptive Analytics

Descriptive, predictive, and prescriptive analytics are methods of analyzing data to gain actionable insight. Explore the differences between these advanced analytics methods and learn how they work together to guide data-driven decisions.

February 18, 2025

Article

[Video thumbnail] Unlock data wrangling!
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2 AI Email Hacks That Could Save You Hours | Productivity Tips 2026 [VIDEO]

Getting into data analysis or data science? Then you NEED to understand data wrangling - the secret sauce that turns raw, messy data into a reliable foundation for analysis!

January 27, 2025

Article

[Featured Image] Three data analysts seated at an office table, using data interpretation to inform business decisions.
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What Is Data Interpretation?

Data interpretation is turning complex facts into usable insight. Explore how you can use data interpretation to improve your business processes, careers where you can interpret data, and mathematical tools for data analysis.

February 12, 2025

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 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] 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

Discover courses in data analytics

Status: Free Trial

IBM

Skills you'll gain: Data Storytelling, Big Data, Data Analysis, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Apache Hive, Data Mart, Data Warehousing, Data Transformation, Apache Spark, Data Science, Analytics, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel

4.8
Rating, 4.8 out of 5 stars
20K reviews

Beginner · Course · 1 - 3 Months

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, R (Software), Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Object Oriented Programming (OOP), Data Structures, Interviewing Skills, Applicant Tracking Systems

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
177K reviews

Beginner · Professional Certificate · 3 - 6 Months

Status: Preview

EDUCBA

Skills you'll gain: NumPy, Pandas (Python Package), Model Evaluation, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Data Manipulation, Matplotlib, Business Analytics, Exploratory Data Analysis, Data Visualization Software, Python Programming, Descriptive Statistics, Linear Algebra

Beginner · Course · 1 - 3 Months

[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 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.

October 24, 2025

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

[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.

October 24, 2025

Article

In today's data-driven world, professionals skilled in data analytics are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within data analytics to start your journey in this exciting and rewarding domain.

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

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