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] An employee uses several visuals, including a histogram and a bar graph, to give a presentation at work.

Histogram vs. Bar Graph: What’s the Difference?

To understand the differences between histograms and bar graphs, learn the definition of each, the uses that histograms and bar graphs have, and the pros and cons associated with each data visualization.

April 12, 2024

Article

[Featured image] A health care business intelligence analyst works on her laptop from home, analyzing data for actionable insights.

What Is Health Care Business Intelligence?

Learn how health care business intelligence can help your hospital or health care organization run more efficiently and provide better quality patient care, as well as options for a career in this field.

April 11, 2024

Article

[Featured image] A young woman sits at a laptop and participates in a video chat with a mentor explaining how to become a data analyst without a degree.

How to Become a Data Analyst without a Degree

Learn how to become a data analyst without a degree, including the type of work you'll do, the skills you need, and what it takes to progress in your career.

April 11, 2024

Article

[Featured Image] An employee uses several visuals, including a histogram and a bar graph, to give a presentation at work.

Histogram vs. Bar Graph: What’s the Difference?

To understand the differences between histograms and bar graphs, learn the definition of each, the uses that histograms and bar graphs have, and the pros and cons associated with each data visualization.

April 12, 2024

Article

[Featured image] A health care business intelligence analyst works on her laptop from home, analyzing data for actionable insights.

What Is Health Care Business Intelligence?

Learn how health care business intelligence can help your hospital or health care organization run more efficiently and provide better quality patient care, as well as options for a career in this field.

April 11, 2024

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

DeepLearning.AI

Skills you'll gain: Data Storytelling, Google Sheets, Data Presentation, Spreadsheet Software, Dashboard, Data Visualization Software, Interactive Data Visualization, Tableau Software, Web Scraping, Data Visualization, Time Series Analysis and Forecasting, Descriptive Statistics, Probability & Statistics, Statistical Analysis, Pandas (Python Package), Statistics, Statistical Modeling, SQL, Databases, JSON

4.7
Rating, 4.7 out of 5 stars
42 reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Image] A man works on his laptop in his home office using Power Query to manipulate data.

What Is Power Query?

Power Query is a valuable data processing tool. Learn more about its benefits when used with Excel, how Power Query and Power BI differ from each other, and about the careers that use Power Query.

April 6, 2024

Article

[Featured Image] An aspiring data analyst sits at his laptop in his home office and prepares to earn the PL-300 certification.

What Is the PL-300 Exam?

Discover the potential career benefits of obtaining a Microsoft Certified: Power BI Data Analyst Associate certificate through the PL-300 exam.

April 6, 2024

Article

[Featured Image] A woman uses Google Sheets MATCH on her office computer.

How to Use Google Sheets MATCH

Read this article to learn what the Google Sheets MATCH function is and how to use it, how to troubleshoot it, and how it differentiates from VLOOKUP.

April 6, 2024

Article

[Featured Image] A UX data analyst wears a headset, sits at a desk in her office, and uses a computer to look at data to determine whether her organization's product is user-friendly.

What Is a UX Data Analyst?

Explore a UX data analyst's work duties, skills, and employment prospects.

April 6, 2024

Article

[Featured image] An engineer uses MATLAB on her computer to make her work more efficient.

How to Use MATLAB: An Overview

Learn about how to use MATLAB, including what MATLAB is, how you can learn it, and the various careers where you can use MATLAB.

April 6, 2024

Article

[Featured image] A man sits at home and uses his laptop to take an online course on Excel, in which he learns about the difference between formulas and functions.

Formula vs. Function: What’s the Difference in Excel?

Formula and function are part of the Microsoft Excel application, and while they may seem similar, each performs unique operations. Explore them both in more detail, along with their respective benefits and drawbacks.

April 6, 2024

Article

[Featured Image] A learner works in a well-lit room with an open laptop and books on the desk as they study database cardinality and its various uses.

Database Cardinality: A Brief Overview

Explore why database cardinality is a crucial concept within database design and management. Learn how to define cardinality and when to use different types of cardinality design.

April 5, 2024

Article

[Featured Image] A woman who wants to make a career change uses her laptop at home to research the potential Power BI developer salary and job outlook.

Power BI Developer Salary

Explore the array of factors that can impact your annual income as a Microsoft Power BI developer in 2025.

April 5, 2024

Article

[Featured Image] A programmer sits at home, talks on the phone, and uses her laptop to research ads for R programming jobs.

R Programming Jobs and How to Get Started

Discover more about R programming, including the careers where R programming proficiency is valuable and how to learn R.

April 5, 2024

Article

[Featured image] A young woman sits at a laptop and participates in a video chat with a mentor explaining how to become a data analyst without a degree.

How to Become a Data Analyst without a Degree

Learn how to become a data analyst without a degree, including the type of work you'll do, the skills you need, and what it takes to progress in your career.

April 11, 2024

Article

[Featured Image] A man works on his laptop in his home office using Power Query to manipulate data.

What Is Power Query?

Power Query is a valuable data processing tool. Learn more about its benefits when used with Excel, how Power Query and Power BI differ from each other, and about the careers that use Power Query.

April 6, 2024

Article

[Featured Image] An aspiring data analyst sits at his laptop in his home office and prepares to earn the PL-300 certification.

What Is the PL-300 Exam?

Discover the potential career benefits of obtaining a Microsoft Certified: Power BI Data Analyst Associate certificate through the PL-300 exam.

April 6, 2024

Article

[Featured Image] A woman uses Google Sheets MATCH on her office computer.

How to Use Google Sheets MATCH

Read this article to learn what the Google Sheets MATCH function is and how to use it, how to troubleshoot it, and how it differentiates from VLOOKUP.

April 6, 2024

Article

[Featured Image] A UX data analyst wears a headset, sits at a desk in her office, and uses a computer to look at data to determine whether her organization's product is user-friendly.

What Is a UX Data Analyst?

Explore a UX data analyst's work duties, skills, and employment prospects.

April 6, 2024

Article

[Featured image] An engineer uses MATLAB on her computer to make her work more efficient.

How to Use MATLAB: An Overview

Learn about how to use MATLAB, including what MATLAB is, how you can learn it, and the various careers where you can use MATLAB.

April 6, 2024

Article

[Featured image] A man sits at home and uses his laptop to take an online course on Excel, in which he learns about the difference between formulas and functions.

Formula vs. Function: What’s the Difference in Excel?

Formula and function are part of the Microsoft Excel application, and while they may seem similar, each performs unique operations. Explore them both in more detail, along with their respective benefits and drawbacks.

April 6, 2024

Article

[Featured Image] A learner works in a well-lit room with an open laptop and books on the desk as they study database cardinality and its various uses.

Database Cardinality: A Brief Overview

Explore why database cardinality is a crucial concept within database design and management. Learn how to define cardinality and when to use different types of cardinality design.

April 5, 2024

Article

[Featured Image] A woman who wants to make a career change uses her laptop at home to research the potential Power BI developer salary and job outlook.

Power BI Developer Salary

Explore the array of factors that can impact your annual income as a Microsoft Power BI developer in 2025.

April 5, 2024

Article

[Featured Image] A programmer sits at home, talks on the phone, and uses her laptop to research ads for R programming jobs.

R Programming Jobs and How to Get Started

Discover more about R programming, including the careers where R programming proficiency is valuable and how to learn R.

April 5, 2024

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)