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 male, wearing a gray sports jacket and white shirt, is working on his laptop and conferring with a co-worker in his office.

6 Entry-Level Analyst Jobs: Salaries and Skills to Get Hired

Use this guide to learn what you need to start your career as an analyst. Find examples of entry-level analyst jobs, see what different fields are paying, and build a pathway for your education and skills to land your first job.

July 21, 2022

Article

[Featured Image]: A male, wearing a yellow jacket, is sitting at his desk, working on his desktop and laptop, performing his duties in his data visualization job.

5 Data Visualization Jobs to Know in 2025 (+ Top Skills)

Do you love data and storytelling? Explore five exciting roles and learn how to build your data visualization skills now.

July 20, 2022

Article

[Featured Image] Analyst studying data on two computer screens

Advanced Analytics: Definition, Benefits, and Use Cases

Advanced analytics employs some of the most complex data analytics techniques to help businesses and other organizations improve their decision making.

July 12, 2022

Article

[Featured Image] A male, wearing a gray sports jacket and white shirt, is working on his laptop and conferring with a co-worker in his office.

6 Entry-Level Analyst Jobs: Salaries and Skills to Get Hired

Use this guide to learn what you need to start your career as an analyst. Find examples of entry-level analyst jobs, see what different fields are paying, and build a pathway for your education and skills to land your first job.

July 21, 2022

Article

[Featured Image]: A male, wearing a yellow jacket, is sitting at his desk, working on his desktop and laptop, performing his duties in his data visualization job.

5 Data Visualization Jobs to Know in 2025 (+ Top Skills)

Do you love data and storytelling? Explore five exciting roles and learn how to build your data visualization skills now.

July 20, 2022

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

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] A woman studies for her Microsoft Excel certification on her laptop.

How to Earn a Microsoft Excel Certification (+ Why You Should)

Learn how to pass the Microsoft Excel Certification Exam and whether it's the right move for your career.

July 1, 2022

Article

[Featured Image]: Two biostatisticians, one male and one female, wearing white uniforms and eye protectors, are analyzing data.

What Is a Biostatistician? 2025 Career Guide

Ever wondered what a biostatistician does? Learn what need to know to get started in this career.

June 15, 2022

Article

[Featured Image]: A woman wearing an orange dress, is sitting in front of two computer screens as works as an entry-level data analyst.

Entry-Level Data Analyst: What They Do + How to Get Started

Data analysts glean insights from data to help businesses make better decisions. Learn what you can expect from an entry-level data analyst position and how to get started today.

June 6, 2022

Article

[Featured Image]: A person is sitting in front of her computer, analyzing data for the health care organization they work for.

Health Care Analytics: Definition, Impact, and More

Health care analytics uses data analysis to improve health care administration and patient care.

May 26, 2022

Article

[Featured Image] SQL Developer in front of several monitors.

SQL JOIN Types Explained: Types, Uses, and Tips to Know

The SQL JOIN is a command clause that combines records from two or more tables in a database. It is a means of combining data in fields from two tables by using values common to each table.

May 24, 2022

Article

[Featured image] Woman in yellow dual-screen reviewing data analysis

7 Popular Data Analytics Certifications: Your 2025 Guide

Whether you’re just getting started or are already established, obtaining a certification or certificate in data analytics can help you reach your professional goals. 

May 12, 2022

Article

[Featured Image] A man wearing a blue sweater, and glasses collecting and analyzing data sitting in front of his computer.

6 Business Intelligence Tools You Need to Know

These six essential BI tools can help you discover insights to make important business decisions.

April 25, 2022

Article

[Featured Image] A woman in a yellow dress is examining and analyzing data , using two screens on her computer.

What Is Big Data Analytics? Definition, Benefits, and More

Big data analytics is behind some of the most significant industry advancements in the world today, including in health care, government, and finance. Learn more about working with big data and common tools to get started.

April 23, 2022

Article

[Featured image] A team of business data analysts meet and discuss visualizations as they prepare to share their findings with key stakeholders.

What Does a Business Data Analyst Do? 2025 Career Guide

Business data analysts use the data analysis process to advance their company's business goals. Learn more about a career in business data analytics.

March 26, 2022

Article

[Featured Image] Analyst studying data on two computer screens

Advanced Analytics: Definition, Benefits, and Use Cases

Advanced analytics employs some of the most complex data analytics techniques to help businesses and other organizations improve their decision making.

July 12, 2022

Article

[Featured Image] A woman studies for her Microsoft Excel certification on her laptop.

How to Earn a Microsoft Excel Certification (+ Why You Should)

Learn how to pass the Microsoft Excel Certification Exam and whether it's the right move for your career.

July 1, 2022

Article

[Featured Image]: Two biostatisticians, one male and one female, wearing white uniforms and eye protectors, are analyzing data.

What Is a Biostatistician? 2025 Career Guide

Ever wondered what a biostatistician does? Learn what need to know to get started in this career.

June 15, 2022

Article

[Featured Image]: A woman wearing an orange dress, is sitting in front of two computer screens as works as an entry-level data analyst.

Entry-Level Data Analyst: What They Do + How to Get Started

Data analysts glean insights from data to help businesses make better decisions. Learn what you can expect from an entry-level data analyst position and how to get started today.

June 6, 2022

Article

[Featured Image]: A person is sitting in front of her computer, analyzing data for the health care organization they work for.

Health Care Analytics: Definition, Impact, and More

Health care analytics uses data analysis to improve health care administration and patient care.

May 26, 2022

Article

[Featured Image] SQL Developer in front of several monitors.

SQL JOIN Types Explained: Types, Uses, and Tips to Know

The SQL JOIN is a command clause that combines records from two or more tables in a database. It is a means of combining data in fields from two tables by using values common to each table.

May 24, 2022

Article

[Featured image] Woman in yellow dual-screen reviewing data analysis

7 Popular Data Analytics Certifications: Your 2025 Guide

Whether you’re just getting started or are already established, obtaining a certification or certificate in data analytics can help you reach your professional goals. 

May 12, 2022

Article

[Featured Image] A man wearing a blue sweater, and glasses collecting and analyzing data sitting in front of his computer.

6 Business Intelligence Tools You Need to Know

These six essential BI tools can help you discover insights to make important business decisions.

April 25, 2022

Article

[Featured Image] A woman in a yellow dress is examining and analyzing data , using two screens on her computer.

What Is Big Data Analytics? Definition, Benefits, and More

Big data analytics is behind some of the most significant industry advancements in the world today, including in health care, government, and finance. Learn more about working with big data and common tools to get started.

April 23, 2022

Article

[Featured image] A team of business data analysts meet and discuss visualizations as they prepare to share their findings with key stakeholders.

What Does a Business Data Analyst Do? 2025 Career Guide

Business data analysts use the data analysis process to advance their company's business goals. Learn more about a career in business data analytics.

March 26, 2022

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)