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 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 is pointing 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] 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 is pointing 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

Discover courses in data analytics

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

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: Data Storytelling, Requirements Elicitation, Risk Mitigation, Business Analysis, Business Process Modeling, Data Presentation, Risk Analysis, Project Scoping, Process Mapping, Process Optimization, Data Visualization, Requirements Management, Risk Management, Interactive Data Visualization, Business Requirements, Stakeholder Management, Stakeholder Engagement, Excel Formulas, Microsoft Excel, Analysis

4.7
Rating, 4.7 out of 5 stars
12K reviews

Beginner · Professional Certificate · 3 - 6 Months

[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

[Featured Image] A person in their home office taking a Matlab tutorial on his laptop.

MATLAB Tutorials: Critical Tools for Beginners and Advanced Users

To start learning how to use the powerful numerical and graphical computing tools that MATLAB offers, check out MATLAB tutorials. Explore your options through MATLAB Onramp and other advanced programs.

March 18, 2025

Article

[Featured Image] A logistics analyst reviews data displayed on computer screens to assist with supply chain management.

What Is a Logistics Analyst? 2025 Career Guide

Logistics analysts oversee the product life cycle, from design to distribution. Discover more about a logistics analyst’s job duties, average salary, and career path.

March 18, 2025

Article

[Featured Image] A businessperson is walking in a warehouse with a colleague who is holding a tablet displaying a Google Sheets pivot table.

How to Create a Google Sheets Pivot Table

Explore how to create pivot tables in Google Sheets, best practices for your pivot table, and limitations you should be aware of.

March 18, 2025

Article

[Featured Image] A data analyst ponders as they look at their computer screen and learn about exploratory data analysis in R.

Building Essential Skills for Exploratory Data Analysis in R

Explore the skills you need to conduct exploratory data analysis (EDA) in R, as well as practical applications and project ideas to help you make a start in gaining insights from your data.

March 18, 2025

Article

[Featured Image] A business team is meeting together discussing data-driven decisions about the company moving forward.

Navigating Data-Driven Decisions in Your Organization

Making data-driven decisions means identifying your goals, collecting and analyzing data, and making conclusions based on insight. Explore how data-driven decisions can help you improve your company’s progress toward its goals.

March 18, 2025

Article

[Featured Image] A data scientist is leading a business meeting using data visualization techniques to more clearly show the company's production.

What Are the Top Data Visualization Techniques?

Explore data visualization techniques to use in your organization, turning complex information into something more digestible.

March 18, 2025

Article

[Featured Image] Data analyst speaking with a presentation featuring visually-represented data in the background.

Essential Data Visualization Skills

With the importance of data in the modern economy, developing data visualization skills can help your career prospects. Explore essential data visualization skills, visualization tools, and how to increase your abilities in this area.

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

[Featured Image] A person in their home office taking a Matlab tutorial on his laptop.

MATLAB Tutorials: Critical Tools for Beginners and Advanced Users

To start learning how to use the powerful numerical and graphical computing tools that MATLAB offers, check out MATLAB tutorials. Explore your options through MATLAB Onramp and other advanced programs.

March 18, 2025

Article

[Featured Image] A logistics analyst reviews data displayed on computer screens to assist with supply chain management.

What Is a Logistics Analyst? 2025 Career Guide

Logistics analysts oversee the product life cycle, from design to distribution. Discover more about a logistics analyst’s job duties, average salary, and career path.

March 18, 2025

Article

[Featured Image] A businessperson is walking in a warehouse with a colleague who is holding a tablet displaying a Google Sheets pivot table.

How to Create a Google Sheets Pivot Table

Explore how to create pivot tables in Google Sheets, best practices for your pivot table, and limitations you should be aware of.

March 18, 2025

Article

[Featured Image] A data analyst ponders as they look at their computer screen and learn about exploratory data analysis in R.

Building Essential Skills for Exploratory Data Analysis in R

Explore the skills you need to conduct exploratory data analysis (EDA) in R, as well as practical applications and project ideas to help you make a start in gaining insights from your data.

March 18, 2025

Article

[Featured Image] A business team is meeting together discussing data-driven decisions about the company moving forward.

Navigating Data-Driven Decisions in Your Organization

Making data-driven decisions means identifying your goals, collecting and analyzing data, and making conclusions based on insight. Explore how data-driven decisions can help you improve your company’s progress toward its goals.

March 18, 2025

Article

[Featured Image] A data scientist is leading a business meeting using data visualization techniques to more clearly show the company's production.

What Are the Top Data Visualization Techniques?

Explore data visualization techniques to use in your organization, turning complex information into something more digestible.

March 18, 2025

Article

[Featured Image] Data analyst speaking with a presentation featuring visually-represented data in the background.

Essential Data Visualization Skills

With the importance of data in the modern economy, developing data visualization skills can help your career prospects. Explore essential data visualization skills, visualization tools, and how to increase your abilities in this area.

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)