• 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.
    Graduate level learning within reach.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Exploratory Data Analysis Course Catalog

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Sales Managers: Data-Driven Sales Forecasting

      Skills you'll gain: Sales Pipelines, Sales Management, Sales Process, Sales, Sales Strategy, Customer Engagement, Lead Generation, Sales Prospecting, ChatGPT, Forecasting, Business Ethics, Customer Insights, Artificial Intelligence, Automation

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Specflow and Cucumber for .NET Developers - The Master Guide

      Skills you'll gain: Gherkin (Scripting Language), Cucumber (Software), Behavior-Driven Development, .NET Framework, Test Case, User Story, Scenario Testing, Test Automation, Microsoft Visual Studio, C# (Programming Language), Software Testing, Acceptance Testing, Test Execution Engine

      Beginner · Course · 3 - 6 Months

    • L

      LearnQuest

      Advanced Applications of CDO in Enterprise Security Admin

      Skills you'll gain: Systems Integration, Cloud-Based Integration, Data Governance, Data Management, Security Strategy, Enterprise Security, Security Testing, Security Management, Security Controls, Cloud Computing, Security Requirements Analysis, Problem Management, Security Information and Event Management (SIEM), Continuous Monitoring

      Advanced · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Trust and Security with Google Cloud - Español

      Skills you'll gain: Cloud Security, Distributed Denial-Of-Service (DDoS) Attacks, Cybersecurity, Data Security, Network Security, Cloud Computing, Encryption, Infrastructure Security, Google Cloud Platform, Public Cloud, Threat Detection, Authentications, Authorization (Computing), Identity and Access Management, Data Centers

      Beginner · Course · 1 - 3 Months

    • L

      LearnQuest

      Designing Software-Defined Branch Infrastructures

      Skills you'll gain: Threat Management, Threat Detection, Software-Defined Networking, Network Architecture, Network Planning And Design, Network Security, Cybersecurity, Cloud Computing Architecture, Cloud Infrastructure, Internet Of Things, Multi-Cloud, Cloud Security, Wide Area Networks, Technical Consulting

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Applying Machine Learning to Your Data with GC - Français

      Skills you'll gain: Google Cloud Platform, Applied Machine Learning, Machine Learning, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Cloud API, Supervised Learning, Predictive Modeling, Test Data, Data Processing, Image Analysis

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Production Machine Learning Systems - Français

      Skills you'll gain: Tensorflow, MLOps (Machine Learning Operations), Systems Architecture, Google Cloud Platform, Deep Learning, Applied Machine Learning, Machine Learning, Performance Tuning, Distributed Computing, Scalability, Data Pipelines, Debugging

      Advanced · Course · 1 - 3 Months

    • G

      Google Cloud

      MLOps with Vertex AI: Manage Features - 日本語版

      Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Data Modeling, Continuous Deployment, Applied Machine Learning, Data Processing, Data Management, Data Storage

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      MLOps with Vertex AI: Manage Features - Español

      Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Feature Engineering, Data Processing, Data Modeling, Data Management, Automation, Data Storage

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      G

      Google Cloud

      Create Image Captioning Models - Português Brasileiro

      Skills you'll gain: Image Analysis, Deep Learning, Computer Vision, Text Mining, Machine Learning

      Advanced · Course · 1 - 4 Weeks

    • P

      Packt

      Blender to Unreal Engine 5 — 3D Props - Medieval Gallows

      Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Data Import/Export, Performance Tuning

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      A

      Arm

      Teaching AI on the Edge

      Skills you'll gain: Open Source Technology, Data Ethics, Artificial Intelligence, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Program Development, Deep Learning, MLOps (Machine Learning Operations), Performance Tuning, Regulation and Legal Compliance

      Beginner · Course · 1 - 3 Months

    Exploratory Data Analysis learners also search

    Data Analysis
    Analysis
    R
    Data
    Beginner Data Analysis
    Beginner Data Analysis
    Data Analysis Projects
    Data Science
    1…789790791…825

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

    • GenAI for Sales Managers: Data-Driven Sales Forecasting: Coursera Instructor Network
    • Specflow and Cucumber for .NET Developers - The Master Guide: Packt
    • Advanced Applications of CDO in Enterprise Security Admin: LearnQuest
    • Trust and Security with Google Cloud - Español: Google Cloud
    • Designing Software-Defined Branch Infrastructures: LearnQuest
    • Applying Machine Learning to Your Data with GC - Français: Google Cloud
    • Production Machine Learning Systems - Français: Google Cloud
    • MLOps with Vertex AI: Manage Features - 日本語版: Google Cloud
    • MLOps with Vertex AI: Manage Features - Español: Google Cloud
    • Create Image Captioning Models - Português Brasileiro: Google Cloud

    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)

    Frequently Asked Questions about Exploratory Data Analysis

    Exploratory data analysis (EDA) is an approach to data analysis used to investigate sets of data, summarize their characteristics, and figure out how to best work with data to get answers while providing a visual to help businesses, scientists, researchers, and analysts learn more from that data. Exploratory data analysis makes it easier to find patterns and anomalies in data, and it can be used to determine what the data reveals beyond modeling. It's useful as a step in creating sophisticated data models and analysis. EDA tools include clustering/dimension reduction techniques to create graphs, K-means clustering, and predictive modeling, including linear regression. There are four main types of exploratory data analysis, including univariate non-graphical, univariate graphical, multivariate nongraphical, and multivariate graphical. All of these types describe the data, but graphical exploratory data analysis provides a more complete picture created by the data.‎

    If you're passionate about working with numbers and transforming them to tell a story that influences others, learning about exploratory data analysis can help you forge a career based on that passion. It's a solid start to jobs in data science, but you'll also gain a variety of related skills, including coding using Python and R, data cleansing, and predictive modeling. Beyond starting a new career or advancing your existing one, there are benefits for anyone who chooses to learn about exploratory data analysis, including solid problem-solving skills, the ability to find connections between data and real-world problems, and gaining useful tools to guide major decisions ranging from getting the most out of marketing campaigns to maximizing project executions to hiring key players for organizations.‎

    If you're looking for a career in transforming large volumes of data into actionable advice and solutions, a career in exploratory data analytics could be your ideal path, particularly if you're passionate about using data to evaluate whether the statistical methods you intend to use for analyzing that data are the most effective options. This fast-growing field is in-demand, with skilled, knowledgeable exploratory data analysts among the most highly sought professionals across multiple industries. Exploratory data analysis is somewhat like solving puzzles, piecing data-driven insights together to help employers and clients make well-informed business decisions based on sound data that's been evaluated for assumptions, errors, and trends. You might work on Wall Street for a hedge fund or investment bank. You could work in healthcare, insurance, retail, or marketing, among other industries.‎

    Online courses on Coursera give you the opportunity to do everything from gaining experience in fundamentals to earning professional certification. If you're new to the field, beginner courses like Exploratory Data Analysis with MATLAB can help you build a foundation in data analysis and data visualization. If you're looking to advance your skills, you might explore your options to gain professional certification through IBM's IBM Data Analyst offering. Or you could opt for a specialization, like the Data Science option from Johns Hopkins, which combines courses and applied learning to help you build firsthand knowledge and skills that you'll be able to apply in business settings.‎

    Online Exploratory Data Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Exploratory Data Analysis skills. Choose from a wide range of Exploratory Data Analysis courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Exploratory Data Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    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

    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
    • Teaching Center

    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
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok