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 graphic of a histogram with green bars and a black distribution line on a white background

What Is a Histogram?

Discover histograms and their role in visualizing data. Understand when to opt for a histogram, and learn the basics of creating one yourself. Simplify the process of using this effective data representation tool.

January 19, 2024

Article

[Featured Image] Two co-workers review performance data in a set of visualizations displayed across a series of screens on a wall.

What Is MATLAB? Overview and FAQ

Use this quick guide to learn what MATLAB is used for and how you can get started.

December 6, 2023

Article

[Featured Image] A person in a checkered button-down shirt works with R programming at a desk with a laptop, monitor, and keyboard. There are colored Post-Its hanging on the monitor and wall to the right.

What Is R Programming? Use Cases and FAQ

R is a free, open-source programming language tailored for data visualization and statistical analysis. Find out more about the R programming language below.

October 20, 2023

Article

[Featured image] A graphic of a histogram with green bars and a black distribution line on a white background

What Is a Histogram?

Discover histograms and their role in visualizing data. Understand when to opt for a histogram, and learn the basics of creating one yourself. Simplify the process of using this effective data representation tool.

January 19, 2024

Article

[Featured Image] Two co-workers review performance data in a set of visualizations displayed across a series of screens on a wall.

What Is MATLAB? Overview and FAQ

Use this quick guide to learn what MATLAB is used for and how you can get started.

December 6, 2023

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: [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
164K reviews

Beginner · Professional Certificate · 3 - 6 Months

IBM

Skills you'll gain: Data Storytelling, Requirements Elicitation, Business Process Modeling, Business Analysis, Data Presentation, Process Analysis, Resource Allocation, Data Visualization, Interactive Data Visualization, Stakeholder Management, Process Optimization, Business Requirements, Requirements Management, Data Modeling, Risk Analysis, Requirements Analysis, Excel Formulas, Microsoft Excel, Data Cleansing, Analysis

4.7
Rating, 4.7 out of 5 stars
12K reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Image] A business intelligence manager and a colleague are working at a computer, looking at a business intelligence dashboard.

What Is a Business Intelligence Manager? And How to Become One

Business intelligence is integral to strategic decision-making in companies and organizations. Learn more about business intelligence management and whether it's the right career choice for you.

October 11, 2023

Article

[Featured Image] Two workers look at a business intelligence dashboard on their tablet and computer.

Business Intelligence Dashboard: Definition, Software, and More

Dashboards provide business intelligence professionals with a snapshot of important metrics and analytics. Learn more about this important BI tool and how it informs strategic business decisions.

October 5, 2023

Article

[Featured image] A portrait of Microsoft Data Analytics leader Angie Rudduck

6 Questions with a Microsoft Data Analytics Leader

Angie Rudduck works in data analytics at Microsoft. Read on to learn more about Rudduck’s career path, the tools she leveraged to get to where she is, and tips she has for anyone just starting out in data analytics.

October 5, 2023

Article

[Featured Image] Two analysts discuss charts on a whiteboard.

Business Intelligence vs. Business Analytics: What’s the Difference?

Just how similar are business intelligence and business analytics? We dive into how they differ and where they overlap.

September 5, 2023

Article

[Featured image] A person works with structured data in a spreadsheet on a laptop computer.

What Is Structured Data?

Learn more about structured data and how its standardized form allows for easy access and efficient processing.

August 23, 2023

Article

[Featured Image] A woman works on a laptop computer at home.

Google Sheets vs. Excel: What’s the Difference?

Learn more about the similarities and differences between Google Sheets and Microsoft Excel to decide which spreadsheet software is best for you.

August 23, 2023

Article

[Featured image] A young father sits at his laptop in his home and learns how to search in Google Sheets as his young son sits on his lap and watches the laptop screen.

How to Search in Google Sheets

Learn how to search in Google Sheets, including how to search in specific sheets, how to match cases, and how to find and replace.

August 23, 2023

Article

[Featured Image] Two coworkers look at a desktop computer display.

10 Data Analysis Tools and When to Use Them

Learn about 10 data analysis tools that may benefit you in your professional career. Plus, discover key differentiators between common tools so you can find the right one for you.

August 22, 2023

Article

[Feature image] A woman experiencing the nuances of correlation and causation through a game of Pickup Sticks.

Correlation vs. Causation: What’s the Difference?

Learn about correlation versus causation and how to differentiate these two terms from one another when describing the relationship between variables.

August 18, 2023

Article

[Featured Image] A person in a checkered button-down shirt works with R programming at a desk with a laptop, monitor, and keyboard. There are colored Post-Its hanging on the monitor and wall to the right.

What Is R Programming? Use Cases and FAQ

R is a free, open-source programming language tailored for data visualization and statistical analysis. Find out more about the R programming language below.

October 20, 2023

Article

[Featured Image] A business intelligence manager and a colleague are working at a computer, looking at a business intelligence dashboard.

What Is a Business Intelligence Manager? And How to Become One

Business intelligence is integral to strategic decision-making in companies and organizations. Learn more about business intelligence management and whether it's the right career choice for you.

October 11, 2023

Article

[Featured Image] Two workers look at a business intelligence dashboard on their tablet and computer.

Business Intelligence Dashboard: Definition, Software, and More

Dashboards provide business intelligence professionals with a snapshot of important metrics and analytics. Learn more about this important BI tool and how it informs strategic business decisions.

October 5, 2023

Article

[Featured image] A portrait of Microsoft Data Analytics leader Angie Rudduck

6 Questions with a Microsoft Data Analytics Leader

Angie Rudduck works in data analytics at Microsoft. Read on to learn more about Rudduck’s career path, the tools she leveraged to get to where she is, and tips she has for anyone just starting out in data analytics.

October 5, 2023

Article

[Featured Image] Two analysts discuss charts on a whiteboard.

Business Intelligence vs. Business Analytics: What’s the Difference?

Just how similar are business intelligence and business analytics? We dive into how they differ and where they overlap.

September 5, 2023

Article

[Featured image] A person works with structured data in a spreadsheet on a laptop computer.

What Is Structured Data?

Learn more about structured data and how its standardized form allows for easy access and efficient processing.

August 23, 2023

Article

[Featured Image] A woman works on a laptop computer at home.

Google Sheets vs. Excel: What’s the Difference?

Learn more about the similarities and differences between Google Sheets and Microsoft Excel to decide which spreadsheet software is best for you.

August 23, 2023

Article

[Featured image] A young father sits at his laptop in his home and learns how to search in Google Sheets as his young son sits on his lap and watches the laptop screen.

How to Search in Google Sheets

Learn how to search in Google Sheets, including how to search in specific sheets, how to match cases, and how to find and replace.

August 23, 2023

Article

[Featured Image] Two coworkers look at a desktop computer display.

10 Data Analysis Tools and When to Use Them

Learn about 10 data analysis tools that may benefit you in your professional career. Plus, discover key differentiators between common tools so you can find the right one for you.

August 22, 2023

Article

[Feature image] A woman experiencing the nuances of correlation and causation through a game of Pickup Sticks.

Correlation vs. Causation: What’s the Difference?

Learn about correlation versus causation and how to differentiate these two terms from one another when describing the relationship between variables.

August 18, 2023

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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