• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Exploratory Data Analysis

    Exploratory Data Analysis Courses Online

    Learn exploratory data analysis (EDA) for uncovering patterns and insights. Understand data visualization, summary statistics, and hypothesis testing.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Exploratory Data Analysis Course Catalog

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science Methodology

      Skills you'll gain: Data Science, Data Modeling, Data Cleansing, Stakeholder Engagement, Business Analysis, Data-Driven Decision-Making, Decision Tree Learning, Predictive Modeling, Business Process, Data Mining, Data Quality, Data Analysis, Application Deployment, User Feedback, Constructive Feedback

      4.6
      Rating, 4.6 out of 5 stars
      ·
      21K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Introduction to Big Data

      Skills you'll gain: Apache Hadoop, Big Data, Data Processing, Docker (Software), Data Analysis, Distributed Computing, Data Science, Unstructured Data, Scalability

      4.6
      Rating, 4.6 out of 5 stars
      ·
      11K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      The Data Scientist’s Toolbox

      Skills you'll gain: Rmarkdown, Data Science, Version Control, Data Analysis, General Science and Research, Data Analysis Software, R Programming, Statistical Programming, GitHub, Software Installation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      34K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science

      Skills you'll gain: Data Wrangling, Matplotlib, Predictive Modeling, Data Visualization Software, Plotly, Dashboard, Exploratory Data Analysis, Seaborn, Data Visualization, Data Manipulation, Data Import/Export, Statistical Visualization, Statistical Modeling, Web Scraping, Jupyter, Data Analysis, Statistical Reporting, Python Programming, Data Science, Machine Learning

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Database Engineer

      Skills you'll gain: MySQL, Database Management, Version Control, Stored Procedure, SQL, Unix Commands, Databases, Data Modeling, Git (Version Control System), Database Management Systems, Database Design, GitHub, MySQL Workbench, Relational Databases, Star Schema, Tableau Software, Data Visualization Software, Database Administration, Data Structures, Object Oriented Programming (OOP)

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7.3K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Business and Financial Modeling

      Skills you'll gain: Risk Modeling, Probability Distribution, Mathematical Modeling, Regression Analysis, Portfolio Management, Predictive Modeling, Business Modeling, Spreadsheet Software, Financial Modeling, Financial Statements, Predictive Analytics, Process Optimization, Financial Statement Analysis, Capital Budgeting, Financial Forecasting, Decision Making, Peer Review, Google Sheets, Return On Investment, Microsoft Excel

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Google Business Intelligence

      Skills you'll gain: Dashboard, Stakeholder Engagement, Business Intelligence, Extract, Transform, Load, Tableau Software, Data Modeling, Data Pipelines, Database Design, Data Storytelling, Data Warehousing, Stakeholder Communications, Interviewing Skills, Data Visualization, Business Analysis, Data Integration, Business Process, SQL, Data Analysis, Applicant Tracking Systems, Resilience

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.3K reviews

      Advanced · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Data Engineering

      Skills you'll gain: Extract, Transform, Load, Big Data, Data Architecture, Data Pipelines, SQL, Data Governance, Apache Hadoop, Data Warehousing, Apache Hive, Data Storage, Apache Spark, Data Security, Data Transformation, Relational Databases, Data Science, NoSQL

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      Y

      Yale University

      Financial Markets

      Skills you'll gain: Financial Market, Investment Banking, Portfolio Management, Finance, Capital Markets, Financial Services, Corporate Finance, Derivatives, Investments, Financial Regulation, Risk Management, Behavioral Economics, Equities, Underwriting, Securities (Finance), Lending and Underwriting, Market Dynamics, Governance, Insurance, Environmental Social And Corporate Governance (ESG)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      31K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Sequences, Time Series and Prediction

      Skills you'll gain: Tensorflow, Time Series Analysis and Forecasting, Forecasting, Deep Learning, Applied Machine Learning, Predictive Analytics, Artificial Neural Networks, Predictive Modeling, Data Processing, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.1K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Data Wrangling, Unsupervised Learning, Flask (Web Framework), Keras (Neural Network Library), Generative AI Agents, Feature Engineering, Predictive Modeling, Web Applications, Supervised Learning, PyTorch (Machine Learning Library), Deep Learning, Exploratory Data Analysis, Web Development, Data Manipulation, Natural Language Processing, Unit Testing, Jupyter

      4.6
      Rating, 4.6 out of 5 stars
      ·
      91K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Deep Learning

      Skills you'll gain: Computer Vision, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Natural Language Processing, Keras (Neural Network Library), Data-Driven Decision-Making, Large Language Modeling, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Supervised Learning, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, PyTorch (Machine Learning Library), Machine Learning Algorithms, Test Data

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      146K reviews

      Intermediate · Specialization · 3 - 6 Months

    Exploratory Data Analysis learners also search

    Data Analysis
    Analysis
    R
    Data
    Beginner Data Analysis
    Beginner Data Analysis
    Data Analysis Projects
    Data Science
    1…91011…834

    In summary, here are 10 of our most popular exploratory data analysis courses

    • Data Science Methodology: IBM
    • Introduction to Big Data: University of California San Diego
    • The Data Scientist’s Toolbox: Johns Hopkins University
    • Applied Data Science: IBM
    • Meta Database Engineer: Meta
    • Business and Financial Modeling: University of Pennsylvania
    • Google Business Intelligence: Google
    • Introduction to Data Engineering: IBM
    • Financial Markets: Yale University
    • Sequences, Time Series and Prediction: DeepLearning.AI

    Skills you can learn in Probability And Statistics

    R Programming (19)
    Inference (16)
    Linear Regression (12)
    Statistical Analysis (12)
    Statistical Inference (11)
    Regression Analysis (10)
    Biostatistics (9)
    Bayesian (7)
    Logistic Regression (7)
    Probability Distribution (7)
    Bayesian Statistics (6)
    Medical Statistics (6)

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok