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
[Feature image] A woman experiencing the nuances of correlation and causation through a game of Pickup Sticks.

Correlation vs. Causation: What’s the Difference?

Learn about correlation versus causation and how to differentiate these two terms from one another when describing the relationship between variables.

August 18, 2023

Article

[Featured Image] A man works on a laptop at a desk.

Data Analysis with RStudio: Understanding the Basics

Begin exploring the world of RStudio by learning what the R programming language is, how it differs from RStudio, and which features make RStudio a top choice for many data-driven professionals.

August 18, 2023

Article

[Featured image] A data analyst presents visualizations from a company data source on a large digital screen.

What Is a Data Source?

Learn the significance of data sources in data analytics and why they’re important for a successful data analysis strategy.

August 17, 2023

Article

[Feature image] A woman experiencing the nuances of correlation and causation through a game of Pickup Sticks.

Correlation vs. Causation: What’s the Difference?

Learn about correlation versus causation and how to differentiate these two terms from one another when describing the relationship between variables.

August 18, 2023

Article

[Featured Image] A man works on a laptop at a desk.

Data Analysis with RStudio: Understanding the Basics

Begin exploring the world of RStudio by learning what the R programming language is, how it differs from RStudio, and which features make RStudio a top choice for many data-driven professionals.

August 18, 2023

Article

Discover courses in data analytics

Google

Skills you'll gain: Data Analysis, Data Visualization, SQL, Business Analysis, Spreadsheet Software, Data Science, Databases, Microsoft Excel

4.8
Rating, 4.8 out of 5 stars
108K reviews

Beginner · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Data Analysis, R Programming, Data Visualization, Computer Programming, Plot (Graphics), Statistical Programming, Statistical Visualization, Exploratory Data Analysis, Data Analysis Software, Statistical Analysis, Basic Descriptive Statistics, Data Structures, General Statistics, Microsoft Excel, Interactive Data Visualization, Visualization (Computer Graphics), Spreadsheet Software, Data Management, Extract, Transform, Load, Programming Principles, Databases, Computer Programming Tools, Data Mining, Visual Design, Data Visualization Software, Python Programming, SQL, Business Analysis, Data Science, NoSQL, Big Data

Build toward a degree

4.7
Rating, 4.7 out of 5 stars
25K reviews

Beginner · Professional Certificate · 3 - 6 Months

IBM

Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Visualization, Plot (Graphics), Statistical Visualization, Business Analysis, Communication, Data Analysis, Data Science, Data Visualization Software, Interactive Data Visualization, Project Management, Risk Management

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured image] A data scientist works on a data model on a tablet.

What Is a Data Model?

A data model helps data analysts and database architects prepare data for analysis to gain insight into strategic company decisions. Learn the data model categories and their role in data analytics.

August 16, 2023

Article

[Featured image] Two business analysts look at Tableau data visualizations on large monitors.

Looker vs. Tableau: Differences and Use Cases Explained

Looker and Tableau are two of the most popular data visualization tools used today. Learn about their differences so you can confidently decide on the best one for you.

August 16, 2023

Article

[Featured image] A business intelligence engineer looks at an analytics dashboard on a tablet.

Business Intelligence Engineer: 2024 Career + Salary Guide

Learn about top employers, key responsibilities, and average salaries for business intelligence engineers.

July 21, 2023

Article

[Featured image] A data server engineer sits on a rolling chair in front of a wall of computer servers.

What Is Data Integrity?

Data integrity refers to the ability to maintain and validate data throughout its lifecycle. Learn more about data integrity and why it's important.

June 26, 2023

Article

[Featured image] A business intelligence analyst builds a data pipeline and dashboard for a business.

What Is a Data Pipeline? (+ How to Build One)

Learn more about data pipeline architecture, tools, and design.

June 7, 2023

Article

[Featured Image] A team sits around a computer, using a database schema to help organize and represent data.

Database Schema: Definition, Types, and Benefits

Database schemas are the cornerstone of an effective database management system. Learn about this important database concept, its benefits, and more.

June 7, 2023

Article

[Featured image] A business intelligence analyst stands in front of a digital whiteboard during a presentation.

What Is Business Intelligence? Benefits, Examples, and More

Business intelligence tools help companies understand performance in real time. Discover why and how you can implement business intelligence in your company.

June 5, 2023

Article

[Featured image] A data analyst explains the margin of error on a recent poll to two colleagues sitting at an office table.

What Is Margin of Error?

Learn how margin of error quantifies uncertainty, factors influencing it, and its significance in survey sampling and data analysis.

May 30, 2023

Article

[Featured image] Closeup of a hand holding a pen and marking answers on a statistical survey.

What Is Sample Size?

Deciding on your sample size is an important step in developing robust, meaningful insights from your data. Learn what sample size is and why having the correct sample size is important in statistical research.

May 30, 2023

Article

[Featured image] A data analyst presents visualizations from a company data source on a large digital screen.

What Is a Data Source?

Learn the significance of data sources in data analytics and why they’re important for a successful data analysis strategy.

August 17, 2023

Article

[Featured image] A data scientist works on a data model on a tablet.

What Is a Data Model?

A data model helps data analysts and database architects prepare data for analysis to gain insight into strategic company decisions. Learn the data model categories and their role in data analytics.

August 16, 2023

Article

[Featured image] Two business analysts look at Tableau data visualizations on large monitors.

Looker vs. Tableau: Differences and Use Cases Explained

Looker and Tableau are two of the most popular data visualization tools used today. Learn about their differences so you can confidently decide on the best one for you.

August 16, 2023

Article

[Featured image] A business intelligence engineer looks at an analytics dashboard on a tablet.

Business Intelligence Engineer: 2024 Career + Salary Guide

Learn about top employers, key responsibilities, and average salaries for business intelligence engineers.

July 21, 2023

Article

[Featured image] A data server engineer sits on a rolling chair in front of a wall of computer servers.

What Is Data Integrity?

Data integrity refers to the ability to maintain and validate data throughout its lifecycle. Learn more about data integrity and why it's important.

June 26, 2023

Article

[Featured image] A business intelligence analyst builds a data pipeline and dashboard for a business.

What Is a Data Pipeline? (+ How to Build One)

Learn more about data pipeline architecture, tools, and design.

June 7, 2023

Article

[Featured Image] A team sits around a computer, using a database schema to help organize and represent data.

Database Schema: Definition, Types, and Benefits

Database schemas are the cornerstone of an effective database management system. Learn about this important database concept, its benefits, and more.

June 7, 2023

Article

[Featured image] A business intelligence analyst stands in front of a digital whiteboard during a presentation.

What Is Business Intelligence? Benefits, Examples, and More

Business intelligence tools help companies understand performance in real time. Discover why and how you can implement business intelligence in your company.

June 5, 2023

Article

[Featured image] A data analyst explains the margin of error on a recent poll to two colleagues sitting at an office table.

What Is Margin of Error?

Learn how margin of error quantifies uncertainty, factors influencing it, and its significance in survey sampling and data analysis.

May 30, 2023

Article

[Featured image] Closeup of a hand holding a pen and marking answers on a statistical survey.

What Is Sample Size?

Deciding on your sample size is an important step in developing robust, meaningful insights from your data. Learn what sample size is and why having the correct sample size is important in statistical research.

May 30, 2023

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)

Coursera Plus
Build job-ready skills with a Coursera Plus subscription
  • Get access to 7,000+ learning programs from world-class universities and companies, including Google, Yale, Salesforce, and more
  • Try different courses and find your best fit at no additional cost
  • Earn certificates for learning programs you complete
  • A subscription price of $59/month, cancel anytime