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 wearing a yellow tank top and eyeglasses sits in front of a laptop in an office writing a statistical analysis program.

Python or R for Data Analysis: Which Should You Learn?

Is it better to learn R or Python for a career as a data analyst? Learn more about how to choose the best statistical programming language for your career goals.

April 16, 2021

Article

A data analyst in a blue sweater stands in front of his workstation holding a tablet

4 Data Analyst Career Paths: Your Guide to Leveling Up

Getting a job as a data analyst can open up a variety of exciting career paths, including data science, management, consulting, or specialization.

April 16, 2021

Article

[Featured image] Two men sit in a living room, one working on data analysis on his laptop

7 In-Demand Data Analyst Skills to Get You Hired in 2025

Transitioning to a career in data analytics can mean stable employment in a high-paying industry once you have the right skills.

April 16, 2021

Article

[Featured image] A data analyst wearing a yellow tank top and eyeglasses sits in front of a laptop in an office writing a statistical analysis program.

Python or R for Data Analysis: Which Should You Learn?

Is it better to learn R or Python for a career as a data analyst? Learn more about how to choose the best statistical programming language for your career goals.

April 16, 2021

Article

A data analyst in a blue sweater stands in front of his workstation holding a tablet

4 Data Analyst Career Paths: Your Guide to Leveling Up

Getting a job as a data analyst can open up a variety of exciting career paths, including data science, management, consulting, or specialization.

April 16, 2021

Article

Discover courses in data analytics

Status: [object Object]

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
163K reviews

Beginner · Professional Certificate · 3 - 6 Months

Status: [object Object]

IBM

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

Build toward a degree

4.6
Rating, 4.6 out of 5 stars
88K reviews

Beginner · Professional Certificate · 3 - 6 Months

Microsoft

Skills you'll gain: Excel Macros, Data Presentation, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Dashboard, Statistical Methods, Data Visualization Software, Data Cleansing, Statistical Analysis, Spreadsheet Software, Data Manipulation, Data-Driven Decision-Making, Data Entry, Data Processing, Data Quality, Data Visualization, Predictive Modeling, Data Analysis, Visual Basic (Programming Language)

4.2
Rating, 4.2 out of 5 stars
36 reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured image] A data analyst sits at her desk in front of a laptop computer, looking at the camera.

How to Become a Data Analyst

Whether you have a degree or not, learn how to become a data analyst.

April 16, 2021

Article

[Featured image] A data scientist in a coral sweater and glasses sits in front of a computer with programming language on the screen.

What’s the Difference Between a Data Analyst and a Data Scientist?

Both data analysts and data scientists work with data, but they do so in different ways.

March 30, 2021

Article

[Featured image] A female data analyst takes notes on her laptop at a standing desk in a modern office space

What Is Data Analysis? (With Examples)

Data analysis is the practice of working with data to glean useful information, which can then be used to make informed decisions.

March 30, 2021

Article

[Featured image] Students learn big data concepts in a classroom.

What Is Big Data? A Layperson's Guide

Big data is the vast amount of data that can be studied to show patterns, trends, and associations. Explore the basics of big data, how it's used, the industries that use it most, and how you can pursue a career in big data.

March 30, 2021

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

What Is a Business Intelligence Analyst? Making Data-Driven Business Decisions

Business intelligence analysts use data to help businesses navigate decisions. Once you have the necessary skills, there are several paths you can take to become one.

February 22, 2021

Article

[Featured image] A business analyst stands in an office hallway holding a laptop computer as they prepare for a meeting.

What Is a Business Analyst? 2025 Career Guide

Business analysts help maximize a business's effectiveness through data-driven decisions. Learn about what business analysts do and what it takes to become one.

February 19, 2021

Article

SQL certification test taker

5 SQL Certifications for Your Data Career in 2025

A database or SQL certification may help you reach your goals in the world of data science. Here are five to consider.

February 18, 2021

Article

[Featured Image] A data scientist works on a desktop computer in an office.

What Does a Data Analyst Do? Your 2025 Career Guide

A data analyst gathers, cleans, and studies data sets to help solve problems. Here's how you can start on a path to become one.

December 16, 2020

Article

[Featured image] Two men sit in a living room, one working on data analysis on his laptop

7 In-Demand Data Analyst Skills to Get You Hired in 2025

Transitioning to a career in data analytics can mean stable employment in a high-paying industry once you have the right skills.

April 16, 2021

Article

[Featured image] A data analyst sits at her desk in front of a laptop computer, looking at the camera.

How to Become a Data Analyst

Whether you have a degree or not, learn how to become a data analyst.

April 16, 2021

Article

[Featured image] A data scientist in a coral sweater and glasses sits in front of a computer with programming language on the screen.

What’s the Difference Between a Data Analyst and a Data Scientist?

Both data analysts and data scientists work with data, but they do so in different ways.

March 30, 2021

Article

[Featured image] A female data analyst takes notes on her laptop at a standing desk in a modern office space

What Is Data Analysis? (With Examples)

Data analysis is the practice of working with data to glean useful information, which can then be used to make informed decisions.

March 30, 2021

Article

[Featured image] Students learn big data concepts in a classroom.

What Is Big Data? A Layperson's Guide

Big data is the vast amount of data that can be studied to show patterns, trends, and associations. Explore the basics of big data, how it's used, the industries that use it most, and how you can pursue a career in big data.

March 30, 2021

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

What Is a Business Intelligence Analyst? Making Data-Driven Business Decisions

Business intelligence analysts use data to help businesses navigate decisions. Once you have the necessary skills, there are several paths you can take to become one.

February 22, 2021

Article

[Featured image] A business analyst stands in an office hallway holding a laptop computer as they prepare for a meeting.

What Is a Business Analyst? 2025 Career Guide

Business analysts help maximize a business's effectiveness through data-driven decisions. Learn about what business analysts do and what it takes to become one.

February 19, 2021

Article

SQL certification test taker

5 SQL Certifications for Your Data Career in 2025

A database or SQL certification may help you reach your goals in the world of data science. Here are five to consider.

February 18, 2021

Article

[Featured Image] A data scientist works on a desktop computer in an office.

What Does a Data Analyst Do? Your 2025 Career Guide

A data analyst gathers, cleans, and studies data sets to help solve problems. Here's how you can start on a path to become one.

December 16, 2020

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)

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