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 medical professional dressed in blue scrubs studies interval data displayed on computer monitors in a hospital.

Interval Data: Defined and Explained

Learning how to use interval data correctly can open new types of statistical analysis with variables you encounter in your everyday life. Explore what interval data is, how it differs from ratio data, and how you might see it across industries.

August 7, 2024

Article

[Featured Image] A data analyst looks at her computer monitor and holds a graph as she studies data using logistic regression.

Logistic Regression: An Overview

Learn what logistic regression is, what types of logistic regression you can perform, and how it differs from linear regression.

August 6, 2024

Article

[Featured Image] Two data analysts confer about data analysis methods in front of a laptop while sitting in a boardroom that has a large display of various types of graphs on a screen in the background.

7 Data Analysis Methods to Learn

Learning to harness the power of data analysis can expand your professional insights and improve your decision-making process. Explore data analysis and the different methods you can use to extract insights from data in more detail.

August 6, 2024

Article

[Featured Image] A medical professional dressed in blue scrubs studies interval data displayed on computer monitors in a hospital.

Interval Data: Defined and Explained

Learning how to use interval data correctly can open new types of statistical analysis with variables you encounter in your everyday life. Explore what interval data is, how it differs from ratio data, and how you might see it across industries.

August 7, 2024

Article

[Featured Image] A data analyst looks at her computer monitor and holds a graph as she studies data using logistic regression.

Logistic Regression: An Overview

Learn what logistic regression is, what types of logistic regression you can perform, and how it differs from linear regression.

August 6, 2024

Article

Discover courses in data analytics

Status: New AI skills

Google

Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, 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

Microsoft

Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Visualization Software, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Analysis, Statistical Analysis, Data Architecture, Correlation Analysis, Data Cleansing, Data Transformation, Database Design

4.6
Rating, 4.6 out of 5 stars
51 reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Text]: A data analyst demonstrates data visualization skills, one of the skills she included in her data analyst resume.

Data Analyst Resume Tips: What to Include

Learn what you should include on your resume for data analyst jobs to stand out and adequately demonstrate your qualifications to employers.

August 5, 2024

Article

[Featured Image] A data curator sits at a desk with multiple screens and views and organizes data for her organization.

What Does a Data Curator Do?

Data curators are key members of a data management team. Learn more about careers as a data curator, the importance of data curation, the type of education required, and the average annual data curator salary.

July 15, 2024

Article

[Featured Image] A woman sits at a laptop and books a trip with a travel website that uses data aggregation to pull flight and lodging data from numerous sources.

What Is Data Aggregation?

Explore data aggregation’s various uses, including the different types of data aggregation and its benefits for statistical analysis.

July 15, 2024

Article

[Featured Images] Two business professionals look at a laptop and tablet and discuss data plotted with linear regression.

What Is Linear Regression? (Types, Examples, Careers)

Linear regression is a very common statistical technique used in industries such as medicine, sports, environmental science, and finance. Explore what linear regression is, why many professionals benefit from this method, and how it may be useful for you.

June 27, 2024

Article

[Featured image] A portrait of Google Senior Program Manager Tony Francis

8 Questions with an Expert: Google Financial Data Analyst

Tony Francis didn’t start in data analytics, but today, he’s a field expert at one of the world’s leading tech companies. He has over 20 years of experience, and we have the details.

June 27, 2024

Article

[Featured Image] An epidemiologist, one of many Power BI jobs that rely on data visualization, looks into a microscope in a lab.

9 Power BI Jobs: Positions That Rely on Data Visualization

Discover popular roles that use Power BI as part of their job duties and the average salary, future job outlook, requirements, and description of each position.

May 30, 2024

Article

[Featured Image] A group of data scientists holding tablets meet to discuss which Power BI alternatives they may use on a new project.

9 Power BI Alternatives

Discover the power of business intelligence software, including Power BI, and the alternative business intelligence tools you might use in its place.

May 30, 2024

Article

[Featured Image] A woman sits at a laptop and takes an online course on how to learn Power BI.

How to Learn Power BI: An Overview

Learn more about Power BI as a top business intelligence software, including the various ways professionals use it today and the steps you can take to begin building your skill set on Power BI.

May 28, 2024

Article

[Featured Image] Three data science colleagues review data on a monitor.

Data Trends: Analytics, Governance, and More in 2025

Familiarize yourself with past, present, and future trends in this 2025 guide to the data industry.

May 6, 2024

Article

[Featured Image] Two data analysts confer about data analysis methods in front of a laptop while sitting in a boardroom that has a large display of various types of graphs on a screen in the background.

7 Data Analysis Methods to Learn

Learning to harness the power of data analysis can expand your professional insights and improve your decision-making process. Explore data analysis and the different methods you can use to extract insights from data in more detail.

August 6, 2024

Article

[Featured Text]: A data analyst demonstrates data visualization skills, one of the skills she included in her data analyst resume.

Data Analyst Resume Tips: What to Include

Learn what you should include on your resume for data analyst jobs to stand out and adequately demonstrate your qualifications to employers.

August 5, 2024

Article

[Featured Image] A data curator sits at a desk with multiple screens and views and organizes data for her organization.

What Does a Data Curator Do?

Data curators are key members of a data management team. Learn more about careers as a data curator, the importance of data curation, the type of education required, and the average annual data curator salary.

July 15, 2024

Article

[Featured Image] A woman sits at a laptop and books a trip with a travel website that uses data aggregation to pull flight and lodging data from numerous sources.

What Is Data Aggregation?

Explore data aggregation’s various uses, including the different types of data aggregation and its benefits for statistical analysis.

July 15, 2024

Article

[Featured Images] Two business professionals look at a laptop and tablet and discuss data plotted with linear regression.

What Is Linear Regression? (Types, Examples, Careers)

Linear regression is a very common statistical technique used in industries such as medicine, sports, environmental science, and finance. Explore what linear regression is, why many professionals benefit from this method, and how it may be useful for you.

June 27, 2024

Article

[Featured image] A portrait of Google Senior Program Manager Tony Francis

8 Questions with an Expert: Google Financial Data Analyst

Tony Francis didn’t start in data analytics, but today, he’s a field expert at one of the world’s leading tech companies. He has over 20 years of experience, and we have the details.

June 27, 2024

Article

[Featured Image] An epidemiologist, one of many Power BI jobs that rely on data visualization, looks into a microscope in a lab.

9 Power BI Jobs: Positions That Rely on Data Visualization

Discover popular roles that use Power BI as part of their job duties and the average salary, future job outlook, requirements, and description of each position.

May 30, 2024

Article

[Featured Image] A group of data scientists holding tablets meet to discuss which Power BI alternatives they may use on a new project.

9 Power BI Alternatives

Discover the power of business intelligence software, including Power BI, and the alternative business intelligence tools you might use in its place.

May 30, 2024

Article

[Featured Image] A woman sits at a laptop and takes an online course on how to learn Power BI.

How to Learn Power BI: An Overview

Learn more about Power BI as a top business intelligence software, including the various ways professionals use it today and the steps you can take to begin building your skill set on Power BI.

May 28, 2024

Article

[Featured Image] Three data science colleagues review data on a monitor.

Data Trends: Analytics, Governance, and More in 2025

Familiarize yourself with past, present, and future trends in this 2025 guide to the data industry.

May 6, 2024

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)