• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  1. Categories
  2. Data Analytics

Data Analytics Courses

Data analytics courses can help you learn data visualization, statistical analysis, and data cleaning techniques. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Excel, SQL, and Tableau, that support analyzing data and presenting findings. You'll also explore methods such as regression analysis and A/B testing, which are crucial for evaluating performance and optimizing strategies.

Popular Data Analytics Courses and Certifications


  • G

    Google

    Google Data Analytics

    Beginner · Professional Certificate

    Status: Recently updated
    Recently updated
  • M

    Microsoft

    Microsoft Power BI Data Analyst

    Skills you'll gain: Power BI, Dashboard Creation, Data Visualization, Microsoft Excel, Advanced Analytics, Data Integrity, Data Analysis, Data Storage, Business Intelligence, Model Optimization, Descriptive Statistics, Creative Design, SQL, Data Wrangling, Data Entry, Data Security, Data Import/Export, Data Analysis Software, Data Maintenance, Design

    4.6 stars, 9.7K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (9.7K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
  • I

    IBM

    IBM Data Analyst

    Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, SQL, Data Mining, Interactive Data Visualization, Extract, Transform, Load, IBM Cognos Analytics, Data Analysis, Excel Formulas, Exploratory Data Analysis, Professional Networking, Analytics, Python Programming, Microsoft Excel

    4.6 stars, 100K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (100K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
  • G

    Google

    Google Advanced Data Analytics

    Skills you'll gain: Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Programming, Data Cleansing, Data Manipulation, Data Structures, Interviewing Skills, NumPy, Google Gemini

    4.8 stars, 13K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (13K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
  • M

    Microsoft

    Microsoft Data Analysis with SQL, Excel & Power BI

    Skills you'll gain: Data Visualization, Data Storytelling, Power BI, Dashboard, Data Presentation, Transact-SQL, SQL, Microsoft SQL Servers, Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Data Cleansing, Transaction Processing, Prompt Engineering, Data Manipulation, Data Processing, Data Analysis, Dashboard Creation, Business Intelligence, Data Management

    4.6 stars, 1.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Category: New
    New
  • M

    Microsoft

    Microsoft Business Analyst

    Skills you'll gain: Excel Formulas, Microsoft Power Platform, Business Process Modeling, User Story, Business Requirements, Stakeholder Management, Data Modeling, Process Modeling, Microsoft Excel, Software Development Life Cycle, Requirements Analysis, Requirements Elicitation, Quality Management, Diagram Design, Power BI, Pivot Tables And Charts, Microsoft Visio, Microsoft Power Automate/Flow, Business Analysis, Data Analysis

    4.6 stars, 1.6K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (1.6K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
  • What brings you to Coursera today?

  • T

    Tableau Learning Partner

    Tableau Business Intelligence Analyst

    Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Requirements Elicitation, Ad Hoc Reporting, Data Presentation, Data Governance, Data Ethics, Tableau Software, Business Analysis, Data Literacy, Data Visualization, Data Preprocessing, Data Visualization Software, Data Warehousing, Business Metrics, Dashboard, Dashboard Creation, Data Analysis, Spatial Data Analysis, Data Management

    4.7 stars, 1.2K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (1.2K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
  • cplus logo

    Save big and unwrap a year of new skills

    Save now
  • I

    IBM

    IBM Business Intelligence (BI) Analyst

    Skills you'll gain: Extract, Transform, Load, Data Storytelling, Data Visualization, Database Design, Tableau Software, Presentations, Descriptive Statistics, IBM DB2, Business Intelligence, Data Presentation, Statistical Hypothesis Testing, Dashboard Creation, Dashboard, Excel Formulas, Relational Databases, Data Visualization Software, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis

    4.7 stars, 16K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (16K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
  • I

    IBM

    IBM Data Analytics with Excel and R

    Skills you'll gain: Data Storytelling, Data Wrangling, Exploratory Data Analysis, Database Design, Data Mining, Extract, Transform, Load, Ggplot2, Data Presentation, Data Visualization Software, Data Visualization, Relational Databases, Excel Formulas, Data Collection, Interactive Data Visualization, Dashboard, Microsoft Excel, Analytical Skills, Data Manipulation, Data Analysis, Web Scraping

    4.7 stars, 32K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (32K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
  • I

    IBM

    Data Analysis and Visualization Foundations

    Skills you'll gain: Data Storytelling, Data Mining, Extract, Transform, Load, Data Presentation, Data Analysis, Excel Formulas, Interactive Data Visualization, Dashboard, Data Visualization Software, Data Visualization, Analysis, Microsoft Excel, Analytics, IBM Cognos Analytics, Big Data, Analytical Skills, Data Storage Technologies, Dashboard Creation, Pivot Tables And Charts, Spreadsheet Software

    4.7 stars, 31K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (31K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
  • D

    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Statistical Visualization, Spreadsheet Software, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.7 stars, 297 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (297) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
1234…834

Best Data Analytics courses from IBM

Top-rated Data Analytics courses offered by IBM on Coursera.

  1. 1
    IBM Data Analyst
    IBMBeginner3 - 6 Months4.6(99,923)IBM
  2. 2
    IBM Business Intelligence (BI) Analyst
    IBMBeginner3 - 6 Months4.7(16,098)IBM
  3. 3
    IBM Data Analytics with Excel and R
    IBMBeginner3 - 6 Months4.7(32,278)IBM

Best Data Analytics certificate programs

Earn a certificate in Data Analytics from top universities and companies.

  1. 1
    Google Data Analytics
    GoogleBeginnerProfessional Certificate
  2. 2
    Microsoft Power BI Data Analyst
    MicrosoftBeginner3 - 6 Months4.6(9,686)Professional Certificate
  3. 3
    Google Advanced Data Analytics
    GoogleAdvanced3 - 6 Months4.8(12,970)Professional Certificate

Best Data Analytics courses for beginners

Top-rated beginner-friendly Data Analytics courses with no prerequisites.

  1. 1
    Microsoft Data Analysis with SQL, Excel & Power BI
    MicrosoftBeginner3 - 6 Months4.6(1,549)No prerequisites
  2. 2
    Microsoft Business Analyst
    MicrosoftBeginner3 - 6 Months4.6(1,626)No prerequisites
  3. 3
    Tableau Business Intelligence Analyst
    Tableau Learning PartnerBeginner3 - 6 Months4.7(1,188)No prerequisites

Frequently Asked Questions about Data Analytics

Data analytics is the process of collecting, cleaning, analyzing, and interpreting data to support better decisions. It often involves working with spreadsheets, databases, visualization tools, and statistical methods to find patterns or answer practical questions. Courses such as Introduction to Data Analytics from IBM and Foundations: Data, Data, Everywhere from Google introduce core concepts like data types, data-driven decision-making, and the analytics workflow. On Coursera, you can start with foundational courses and then move into tools like SQL, Excel, R, and Power BI as your confidence grows.‎

Data analytics is used in roles such as data analyst, business analyst, operations analyst, marketing analyst, financial analyst, and product analyst. These jobs often involve organizing data, creating reports or dashboards, identifying trends, and communicating insights to teams or stakeholders. Courses on this page, such as Google Data Analytics and Microsoft Data Analysis with SQL, Excel & Power BI, focus on practical skills that connect to common workplace analysis tasks. Exploring different courses can help you understand which tools and applications fit the type of role or industry you are considering.‎

Before learning data analytics, it helps to be comfortable with basic math, spreadsheets, and logical problem-solving. You do not need an advanced technical background to begin, but familiarity with tables, charts, percentages, and simple formulas can make early lessons easier to follow. Beginner-friendly options like Foundations: Data, Data, Everywhere from Google and Introduction to Data Analytics from IBM are designed to introduce the field step by step. If you are new to the topic, starting with general analytics concepts before moving into SQL, R, or visualization tools can be a useful path.‎

Skills that complement data analytics include SQL, spreadsheet analysis, data visualization, statistics, programming, and communication. SQL helps you work with databases, while Excel and visualization tools can help you organize findings and present them clearly. Courses in the page context include Microsoft Data Analysis with SQL, Excel & Power BI, Excel Skills for Data Analytics and Visualization from Macquarie University, and IBM Data Analytics with Excel and R. Building a mix of technical and communication skills can help you turn data into insights that others can understand and use.‎

You can start learning data analytics by taking an introductory course that explains the analytics process and basic tools. A good first step is to learn how data is collected, cleaned, analyzed, visualized, and used to support decisions. Courses such as Google Data Analytics, IBM Introduction to Data Analytics, and DeepLearning.AI Data Analytics offer structured ways to build from foundational concepts into applied practice. As you progress, you can choose courses focused on tools like Excel, SQL, Power BI, or R depending on your goals and comfort level.‎

Yes. You can start learning data analytics on Coursera for free in two ways:

  1. Preview the first module of many data analytics courses at no cost. This includes video lessons, readings, graded assignments, and Coursera AI (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in data analytics, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

Strong beginner courses for data analytics include Introduction to Data Analytics from IBM, Foundations: Data, Data, Everywhere from Google, and Google Data Analytics. These courses introduce core ideas such as asking data-informed questions, preparing data, analyzing results, and sharing insights. If you want to build tool-specific skills early, Excel Skills for Data Analytics and Visualization from Macquarie University or Microsoft Data Analysis with SQL, Excel & Power BI may also be helpful. Comparing course descriptions, skill lists, and difficulty levels on Coursera can help you choose a starting point that matches your background.‎

Data analytics courses typically cover data collection, data cleaning, exploratory analysis, visualization, basic statistics, and communicating insights. Many courses also introduce tools such as spreadsheets, SQL, R, Power BI, or other analytics platforms used to work with real datasets. For example, IBM Data Analytics with Excel and R focuses on Excel and R, while Microsoft Data Analysis with SQL, Excel & Power BI emphasizes common business analysis tools. Coursera course selections let you choose between broad introductions, tool-focused training, and more advanced analytics topics as your skills develop.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Free Courses
  • Blog
  • The Coursera Podcast
  • Tech Blog
  • Social Impact

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok