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

Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.


Popular Exploratory Data Analysis Courses and Certifications


  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Testing and Refining LLM Applications

    Skills you'll gain: MLOps (Machine Learning Operations), LLM Application, AI Security, Test Automation, Test Driven Development (TDD), Code Coverage, Unit Testing, CI/CD, Continuous Integration, Testability, Large Language Modeling, Model Deployment, Responsible AI, Maintainability, AI Workflows, Scripting, Software Engineering, Python Programming, Statistical Analysis, SQL

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Strategic Value and Leadership in Internal Audit

    Skills you'll gain: Internal Controls, Internal Auditing, Strategic Leadership, Financial Controls, Audit Planning, Succession Planning, Compliance Auditing, Continuous Improvement Process, Team Leadership, Leadership and Management, Ethical Standards And Conduct, Workforce Development, Risk Management, Risk Analysis, Team Building, Training and Development, Governance

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of California, Santa Barbara

    Assurance Essentials

    Skills you'll gain: Internal Controls, Financial Auditing, Internal Auditing, Auditing, Certified Public Accountant, Generally Accepted Auditing Standards, Auditors Report, Audit Planning, Public Accounting, Risk Analysis, External Auditing, Regulatory Affairs, Client Services, Ethical Standards And Conduct

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Lead with Impact: Nursing Leadership & Strategy

    Skills you'll gain: Nursing Management, Legal Risk, Clinical Leadership, Continuous Quality Improvement (CQI), Stakeholder Engagement, Health Equity, Nursing Administration, Patient Safety, Strategic Leadership, Conflict Management, Teamwork, Nursing, Change Management, Financial Management, Decision Making, Healthcare Ethics, Quality Improvement, Staff Management, Strategic Planning, Delegation Skills

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Manage Project Resources, Changes, and Performance

    Skills you'll gain: Earned Value Management, Capacity Planning, Change Control, Change Management, Project Controls, Project Risk Management, Scope Management, Project Performance, Project Management, Agile Methodology, Resource Management, Waterfall Methodology, Technical Communication, Business Communication, Stakeholder Communications, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Model Evaluation, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
    ·
    190 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Build Your Marketing Insights Google Analytics Foundations

    Skills you'll gain: Google Analytics, Data Storytelling, Data Presentation, Marketing Analytics, Web Analytics, Data Validation, Dashboard, Customer Insights, Data-Driven Decision-Making, Predictive Analytics, Analytics, Information Privacy, Data Collection, Key Performance Indicators (KPIs), Real Time Data

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Control Emotions in Deals

    Skills you'll gain: Composure, Empathy & Emotional Intelligence, Non-Verbal Communication, Emotional Intelligence, De-escalation Techniques, Negotiation, Conflict Management, Price Negotiation, Analysis, Stress Management, Self-Awareness, Value Propositions, Analytical Skills, Adaptability

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build a XAML Multimedia Player with WPF

    Skills you'll gain: User Interface and User Experience (UI/UX) Design, Application Development, Microsoft Visual Studio, C# (Programming Language), User Interface (UI) Design, Interactive Design, Extensible Markup Language (XML), File Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Report Results Clearly

    Skills you'll gain: Performance Reporting, Performance Analysis, Marketing Analytics, Data-Driven Decision-Making, Business Writing, Marketing Effectiveness, Data Storytelling, Email Marketing, Data Presentation, Concision, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Asana Execution: Collaborate, Communicate & Report

    Skills you'll gain: Workflow Management, Collaboration, Team Building, Project Coordination, Teamwork, Project Management, Project Management Software, User Feedback, Security Controls, Strategic Communication, Automation, Team Management, Role-Based Access Control (RBAC), Business Process Automation, Constructive Feedback, Collaborative Software, Communication, Authorization (Computing), Productivity Software, Data Security

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    SQL CASE Statements

    Skills you'll gain: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Development, Data Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Advanced · Guided Project · Less Than 2 Hours

1…302303304…834

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

  • Testing and Refining LLM Applications: Coursera
  • Strategic Value and Leadership in Internal Audit: University of Illinois Urbana-Champaign
  • Assurance Essentials: University of California, Santa Barbara
  • Lead with Impact: Nursing Leadership & Strategy: Coursera
  • Manage Project Resources, Changes, and Performance: Coursera
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • Build Your Marketing Insights Google Analytics Foundations: Board Infinity
  • Control Emotions in Deals: Coursera
  • Build a XAML Multimedia Player with WPF: EDUCBA
  • Report Results Clearly: Coursera

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

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok