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 business team meets to discuss projected trends in their field through trend analysis data.

What Is Trend Analysis in Business?

Discover what trend analysis means in business, how to track trends, and how this information can be helpful for your company.

March 18, 2025

Article

[Feature Image] A sports statistician reviews sports analytics and data visualizations before making a presentation about team performance.

What Is a Sports Statistician? And How to Become One

Learn about the growing field of sports analytics as you explore the career of a sports statistician helping players and sports organizations grow.

March 18, 2025

Article

[Feature Image] A learner works with synthetic data sets on their laptop as part of their coursework.

Synthetic Data Sets: Data Generation for Machine Learning

Synthetic data makes data more accessible and provides the training materials you need to create machine learning algorithms. Explore why synthetic data sets are important and synthetic data use cases like medical research and autonomous vehicles.

March 18, 2025

Article

[Featured Image] A business team meets to discuss projected trends in their field through trend analysis data.

What Is Trend Analysis in Business?

Discover what trend analysis means in business, how to track trends, and how this information can be helpful for your company.

March 18, 2025

Article

[Feature Image] A sports statistician reviews sports analytics and data visualizations before making a presentation about team performance.

What Is a Sports Statistician? And How to Become One

Learn about the growing field of sports analytics as you explore the career of a sports statistician helping players and sports organizations grow.

March 18, 2025

Article

Discover courses in data analytics

Status: Free Trial

IBM

Skills you'll gain: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Warehousing, Apache Spark, Data Cleansing, Data Lakes, Data Visualization Software, Relational Databases

4.8
Rating, 4.8 out of 5 stars
19K reviews

Beginner · Course · 1 - 3 Months

Status: Free Trial
Status: New AI skills

Google

Skills you'll gain: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Interactive Data Visualization, Interviewing Skills, Data Cleansing, Data Validation, Ggplot2, Professional Networking, Tableau Software, Presentations, Spreadsheet Software, Data Analysis, Data Visualization Software, Stakeholder Communications, Dashboard, Sampling (Statistics)

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
169K reviews

Beginner · Professional Certificate · 3 - 6 Months

Status: Free Trial
Status: AI skills

IBM

Skills you'll gain: Data Storytelling, Dashboard, Data Visualization Software, Plotly, Data Visualization, SQL, Predictive Modeling, Generative AI, Interactive Data Visualization, Exploratory Data Analysis, Data Wrangling, Data Analysis, Jupyter, Big Data, Matplotlib, Statistical Analysis, Pandas (Python Package), IBM Cognos Analytics, Excel Formulas, Professional Networking

Build toward a degree

4.6
Rating, 4.6 out of 5 stars
92K reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Image] Two data visualization analysts review charts and graphs on a computer screen in an open workspace.

The Role of a Data Visualization Analyst

Discover what a data visualization analyst is, the education and required skills needed to progress in the field, and potential career growth opportunities.

March 18, 2025

Article

[Featured Image] Two professionals use data visualization examples to explain their newest operational strategies.

Data Visualization Examples: Tools and Real-life Applications

Data visualization, or using data in a visual form like a chart or infographic, can help you communicate ideas quickly and draw new insights from data. Explore real-world data visualization examples.

March 18, 2025

Article

[Featured Image] A professional researches the average data visualization salary on a laptop while in their kitchen as they plan a potential career change.

Data Visualization Salary

A data visualization specialist transforms data into compelling visual stories. Explore the average data visualization salary and how factors like education, experience, and location affect how much you can earn.

March 18, 2025

Article

[Featured Image] A person on their laptop at home is creating their resume for work using Excel.

How to Write an Excel Resume (Step by Step with Examples)

You can use Excel to analyze, filter, sort, and visualize data for a variety of jobs in different fields. Learn how you can highlight your Excel skills on your resume to help you get a job.

March 18, 2025

Article

[Featured Image] A person seated at their laptop is pondering the data visualization graphs formed by statistical analysis software.

What Is Statistical Analysis Software?

Using statistical analysis software can help you produce accurate data organization, analysis, and visualization with little error. Explore the types of statistical analysis software available.

March 18, 2025

Article

[Featured Image] A person points with their index finger to a cell in a spreadsheet on a computer monitor.

Using Spreadsheet Formulas: 5 Jobs That Require This Skill

Spreadsheet functions add mathematical calculations and functionality to programs like Excel and Sheets. Discover how spreadsheet formulas can make it easier to engage with your data and how five professionals use spreadsheets in their roles.

March 18, 2025

Article

[Featured image] Two data analysts collaborate in an office and use the Snowflake data cloud storage to store their data.

Snowflake Data Cloud: Features, Uses, Benefits, and How to Get Started

Discover the features, uses, architecture, and benefits of the Snowflake data cloud. Learn how to set up a Snowflake account and how to use it when working with data.

March 18, 2025

Article

[Featured image] CEO discussing performance metrics with their team in an office.

What Are Performance Metrics?

Explore performance metrics and how they help drive organizational success. Discover different types and uses, who uses them, how they benefit your business, and where you can learn more.

March 18, 2025

Article

[Featured image] Two young computer programmers in an office discussing Matlab vs R programming options.

MATLAB vs. R: What's the Difference?

Learn about the differences between MATLAB and R, pieces of data analysis software that contain their own low-level programming languages to help you solve statistical and data science problems.

March 18, 2025

Article

[Feature Image] A learner works with synthetic data sets on their laptop as part of their coursework.

Synthetic Data Sets: Data Generation for Machine Learning

Synthetic data makes data more accessible and provides the training materials you need to create machine learning algorithms. Explore why synthetic data sets are important and synthetic data use cases like medical research and autonomous vehicles.

March 18, 2025

Article

[Featured Image] Two data visualization analysts review charts and graphs on a computer screen in an open workspace.

The Role of a Data Visualization Analyst

Discover what a data visualization analyst is, the education and required skills needed to progress in the field, and potential career growth opportunities.

March 18, 2025

Article

[Featured Image] Two professionals use data visualization examples to explain their newest operational strategies.

Data Visualization Examples: Tools and Real-life Applications

Data visualization, or using data in a visual form like a chart or infographic, can help you communicate ideas quickly and draw new insights from data. Explore real-world data visualization examples.

March 18, 2025

Article

[Featured Image] A professional researches the average data visualization salary on a laptop while in their kitchen as they plan a potential career change.

Data Visualization Salary

A data visualization specialist transforms data into compelling visual stories. Explore the average data visualization salary and how factors like education, experience, and location affect how much you can earn.

March 18, 2025

Article

[Featured Image] A person on their laptop at home is creating their resume for work using Excel.

How to Write an Excel Resume (Step by Step with Examples)

You can use Excel to analyze, filter, sort, and visualize data for a variety of jobs in different fields. Learn how you can highlight your Excel skills on your resume to help you get a job.

March 18, 2025

Article

[Featured Image] A person seated at their laptop is pondering the data visualization graphs formed by statistical analysis software.

What Is Statistical Analysis Software?

Using statistical analysis software can help you produce accurate data organization, analysis, and visualization with little error. Explore the types of statistical analysis software available.

March 18, 2025

Article

[Featured Image] A person points with their index finger to a cell in a spreadsheet on a computer monitor.

Using Spreadsheet Formulas: 5 Jobs That Require This Skill

Spreadsheet functions add mathematical calculations and functionality to programs like Excel and Sheets. Discover how spreadsheet formulas can make it easier to engage with your data and how five professionals use spreadsheets in their roles.

March 18, 2025

Article

[Featured image] Two data analysts collaborate in an office and use the Snowflake data cloud storage to store their data.

Snowflake Data Cloud: Features, Uses, Benefits, and How to Get Started

Discover the features, uses, architecture, and benefits of the Snowflake data cloud. Learn how to set up a Snowflake account and how to use it when working with data.

March 18, 2025

Article

[Featured image] CEO discussing performance metrics with their team in an office.

What Are Performance Metrics?

Explore performance metrics and how they help drive organizational success. Discover different types and uses, who uses them, how they benefit your business, and where you can learn more.

March 18, 2025

Article

[Featured image] Two young computer programmers in an office discussing Matlab vs R programming options.

MATLAB vs. R: What's the Difference?

Learn about the differences between MATLAB and R, pieces of data analysis software that contain their own low-level programming languages to help you solve statistical and data science problems.

March 18, 2025

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)