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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 man sits at home and uses his laptop to take an online course on Excel, in which he learns about the difference between formulas and functions.

Formula vs. Function: What鈥檚 the Difference in Excel?

Formula and function are part of the Microsoft Excel application, and while they may seem similar, each performs unique operations. Explore them both in more detail, along with their respective benefits and drawbacks.

April 6, 2024

Article

[Featured Image] A learner works in a well-lit room with an open laptop and books on the desk as they study database cardinality and its various uses.

Database Cardinality: A Brief Overview

Explore why database cardinality is a crucial concept within database design and management. Learn how to define cardinality and when to use different types of cardinality design.

April 5, 2024

Article

[Featured Image] A woman who wants to make a career change uses her laptop at home to research the potential Power BI developer salary and job outlook.

Power BI Developer Salary

Explore the array of factors that can impact your annual income as a Microsoft Power BI developer in 2025.

April 5, 2024

Article

[Featured image] A man sits at home and uses his laptop to take an online course on Excel, in which he learns about the difference between formulas and functions.

Formula vs. Function: What鈥檚 the Difference in Excel?

Formula and function are part of the Microsoft Excel application, and while they may seem similar, each performs unique operations. Explore them both in more detail, along with their respective benefits and drawbacks.

April 6, 2024

Article

[Featured Image] A learner works in a well-lit room with an open laptop and books on the desk as they study database cardinality and its various uses.

Database Cardinality: A Brief Overview

Explore why database cardinality is a crucial concept within database design and management. Learn how to define cardinality and when to use different types of cardinality design.

April 5, 2024

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
167K reviews

Beginner 路 Professional Certificate 路 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 路 Course 路 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 路 Professional Certificate 路 3 - 6 Months

[Featured Image] A programmer sits at home, talks on the phone, and uses her laptop to research ads for R programming jobs.

R Programming Jobs and How to Get Started

Discover more about R programming, including the careers where R programming proficiency is valuable and how to learn R.

April 5, 2024

Article

[Featured Image] A happy job hunter celebrates after finding a role that lets her use her SQL skills.

10 Jobs That Require SQL Skills and What You Need to Get Hired

Learn more about the different careers you can pursue with SQL skills, including the average annual salary of each and education requirements.

April 5, 2024

Article

[Featured Image] A data governance analyst stands in front of her team at a meeting and explains data policies using a display of data and graphs.

What Is Data Governance?

Data governance is a key part of any business鈥檚 data strategy. Learn more about data governance, the different data governance models, and potential careers in data governance, such as a data governance analyst.

April 4, 2024

Article

[Featured Image] Two manufacturing employees meet with a data analyst and go over insights gained through business intelligence reporting so they can optimize their factory's performance.

What Is Business Intelligence Reporting?

Learn why business intelligence reporting is important across industries and how it might benefit you in your industry. Plus, explore examples of who uses this type of reporting across professional fields.

April 4, 2024

Article

[Featured Image] A group of colleagues sit in a business meeting wearing virtual reality headsets and experimenting with VR, one of the top business intelligence trends of 2024.

Top Business Intelligence Trends in 2025

Take a peek into the latest trends in the business intelligence space. By exploring these areas, you can boost your skill set with in-demand tools that employers are likely to look for in upcoming years.

April 4, 2024

Article

[Featured Image] A data analyst sits at her office desk analyzing spreadsheets on her two computer screens to gain data insights about her work.

How Data Insights Improve Business Decisions

Explore how data insights help business professionals make informed decisions to meet their business goals. Also, discover four types of data insights you can gain from data analytics and three potential careers in the field.

April 3, 2024

Article

[Featured Image] An analyst presents some important business statistics to her colleagues during a meeting in a conference room.

What Are Business Statistics?

Learn about business statistics, including different types and how you might use each one within professional contexts. Plus, find out the advantages and limitations to keep in mind to ensure you get the most out of your insights.

April 3, 2024

Article

[Featured Image] Two business managers sit and stand at a desk and discuss their organization's data strategy and its impact on operations.

What Is a Data Strategy and Why Do You Need One?

Learn how a data strategy helps you streamline your efforts company-wide for a cohesive and planned approach to gathering insights from data analytics, plus discover how to create your own data strategy.

April 2, 2024

Article

[Featured Image] A woman uses her laptop and paper to draft her SQL resume in an office setting.

How to Write an SQL Resume

Learn how to write an SQL resume highlighting your skills, experience, and qualifications to help you stand out in a competitive job market.

April 2, 2024

Article

[Featured Image] A woman who wants to make a career change uses her laptop at home to research the potential Power BI developer salary and job outlook.

Power BI Developer Salary

Explore the array of factors that can impact your annual income as a Microsoft Power BI developer in 2025.

April 5, 2024

Article

[Featured Image] A programmer sits at home, talks on the phone, and uses her laptop to research ads for R programming jobs.

R Programming Jobs and How to Get Started

Discover more about R programming, including the careers where R programming proficiency is valuable and how to learn R.

April 5, 2024

Article

[Featured Image] A happy job hunter celebrates after finding a role that lets her use her SQL skills.

10 Jobs That Require SQL Skills and What You Need to Get Hired

Learn more about the different careers you can pursue with SQL skills, including the average annual salary of each and education requirements.

April 5, 2024

Article

[Featured Image] A data governance analyst stands in front of her team at a meeting and explains data policies using a display of data and graphs.

What Is Data Governance?

Data governance is a key part of any business鈥檚 data strategy. Learn more about data governance, the different data governance models, and potential careers in data governance, such as a data governance analyst.

April 4, 2024

Article

[Featured Image] Two manufacturing employees meet with a data analyst and go over insights gained through business intelligence reporting so they can optimize their factory's performance.

What Is Business Intelligence Reporting?

Learn why business intelligence reporting is important across industries and how it might benefit you in your industry. Plus, explore examples of who uses this type of reporting across professional fields.

April 4, 2024

Article

[Featured Image] A group of colleagues sit in a business meeting wearing virtual reality headsets and experimenting with VR, one of the top business intelligence trends of 2024.

Top Business Intelligence Trends in 2025

Take a peek into the latest trends in the business intelligence space. By exploring these areas, you can boost your skill set with in-demand tools that employers are likely to look for in upcoming years.

April 4, 2024

Article

[Featured Image] A data analyst sits at her office desk analyzing spreadsheets on her two computer screens to gain data insights about her work.

How Data Insights Improve Business Decisions

Explore how data insights help business professionals make informed decisions to meet their business goals. Also, discover four types of data insights you can gain from data analytics and three potential careers in the field.

April 3, 2024

Article

[Featured Image] An analyst presents some important business statistics to her colleagues during a meeting in a conference room.

What Are Business Statistics?

Learn about business statistics, including different types and how you might use each one within professional contexts. Plus, find out the advantages and limitations to keep in mind to ensure you get the most out of your insights.

April 3, 2024

Article

[Featured Image] Two business managers sit and stand at a desk and discuss their organization's data strategy and its impact on operations.

What Is a Data Strategy and Why Do You Need One?

Learn how a data strategy helps you streamline your efforts company-wide for a cohesive and planned approach to gathering insights from data analytics, plus discover how to create your own data strategy.

April 2, 2024

Article

[Featured Image] A woman uses her laptop and paper to draft her SQL resume in an office setting.

How to Write an SQL Resume

Learn how to write an SQL resume highlighting your skills, experience, and qualifications to help you stand out in a competitive job market.

April 2, 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)