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 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 17, 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 17, 2025

Article

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

What Are the Top Data Visualization Techniques?

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

March 17, 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 17, 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 17, 2025

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), Stakeholder Management, R Programming

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

Microsoft

Skills you'll gain: Excel Macros, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Workflow Management, Data Quality, Statistical Analysis, Data Transformation, Data Analysis, Statistical Methods, Data Entry

4
Rating, 4 out of 5 stars
76 reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Image] Data analyst presents in front of a projected screen with essential data visualizations 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 17, 2025

Article

[Featured Image] A woman working in data visualization uses graphs and charts to present her findings to stakeholders.

6 Data Visualization Roles & How to Get Started

Data visualization is the graphic representation of data using tables, charts, infographics, and more. Learn more about how organizations use data visualization and common data visualization roles.

March 17, 2025

Article

[Featured Image] Two business persons are in the office on a computer working on data segmentation to help their company.

What Is Data Segmentation?

Uncover the strategies behind data segmentation and its impact on business insights. Learn more about its techniques and applications.

March 17, 2025

Article

[Featured image] Three businesswomen brainstorm data analysis techniques in a modern office meeting room.

Mastering Data Analysis Techniques

Learn about different types of data analysis techniques and why they're used. Discover how the conclusions you draw from data analysis can help you gain insight, make decisions, and create strategies. Then, find out where to get more information.

March 17, 2025

Article

[Featured Image] A business intelligence analyst meets with a small team of colleagues to discuss data insights.

Exploring a Business Intelligence Degree: Is It the Right Career Path for You?

Explore business intelligence degree courses and the various specializations available. Discover possible career paths available after studying business intelligence.

March 17, 2025

Article

[Featured Image] A digital engineer is gathering all big data for a company to make reliable data-driven issues.

Big Data Job Description

Big data refers to enormous data sets that require specialized management and analysis techniques. Explore big data job descriptions for various roles and the skills typically required to work with big data.

March 17, 2025

Article

[Featured Image] A big data professional presents their insights at a business meeting.

Your Big Data Career Path

As you gain skills and experience as a big data professional, you may move into more senior roles. Explore a big data career path and what you need to start a career in this field.

March 17, 2025

Article

[Featured Image] A scientist is using applied statistics to understand data showing on screens in a control room.

Applied Statistics: Career Paths, Industry Applications, and the Difference from Data Science

Applied statistics uses real-world data to solve problems and make informed decisions across various fields. Discover the field of applied statistics, potential career opportunities, industry applications, and how it differs from data science.

March 17, 2025

Article

[Featured Image] A software engineer highly skilled in Python is discussing their salary with their manager.

Python Salary: Your 2025 Guide

Discover the job roles you can pursue with Python as a key skill. Explore salary ranges and the steps to launch your career in this area.

March 11, 2025

Article

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

What Are the Top Data Visualization Techniques?

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

March 17, 2025

Article

[Featured Image] Data analyst presents in front of a projected screen with essential data visualizations 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 17, 2025

Article

[Featured Image] A woman working in data visualization uses graphs and charts to present her findings to stakeholders.

6 Data Visualization Roles & How to Get Started

Data visualization is the graphic representation of data using tables, charts, infographics, and more. Learn more about how organizations use data visualization and common data visualization roles.

March 17, 2025

Article

[Featured Image] Two business persons are in the office on a computer working on data segmentation to help their company.

What Is Data Segmentation?

Uncover the strategies behind data segmentation and its impact on business insights. Learn more about its techniques and applications.

March 17, 2025

Article

[Featured image] Three businesswomen brainstorm data analysis techniques in a modern office meeting room.

Mastering Data Analysis Techniques

Learn about different types of data analysis techniques and why they're used. Discover how the conclusions you draw from data analysis can help you gain insight, make decisions, and create strategies. Then, find out where to get more information.

March 17, 2025

Article

[Featured Image] A business intelligence analyst meets with a small team of colleagues to discuss data insights.

Exploring a Business Intelligence Degree: Is It the Right Career Path for You?

Explore business intelligence degree courses and the various specializations available. Discover possible career paths available after studying business intelligence.

March 17, 2025

Article

[Featured Image] A digital engineer is gathering all big data for a company to make reliable data-driven issues.

Big Data Job Description

Big data refers to enormous data sets that require specialized management and analysis techniques. Explore big data job descriptions for various roles and the skills typically required to work with big data.

March 17, 2025

Article

[Featured Image] A big data professional presents their insights at a business meeting.

Your Big Data Career Path

As you gain skills and experience as a big data professional, you may move into more senior roles. Explore a big data career path and what you need to start a career in this field.

March 17, 2025

Article

[Featured Image] A scientist is using applied statistics to understand data showing on screens in a control room.

Applied Statistics: Career Paths, Industry Applications, and the Difference from Data Science

Applied statistics uses real-world data to solve problems and make informed decisions across various fields. Discover the field of applied statistics, potential career opportunities, industry applications, and how it differs from data science.

March 17, 2025

Article

[Featured Image] A software engineer highly skilled in Python is discussing their salary with their manager.

Python Salary: Your 2025 Guide

Discover the job roles you can pursue with Python as a key skill. Explore salary ranges and the steps to launch your career in this area.

March 11, 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)