• 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
      U

      University of Maryland, College Park

      Platform Product Revival

      Skills you'll gain: Sprint Retrospectives, Service Recovery, Drive Engagement, Technology Solutions, User Feedback, Customer Engagement, Technical Product Management, Change Management, Active Listening, Performance Review, User Experience, Decision Making, Continuous Improvement Process

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      U

      Universidades Anáhuac

      Blockchain Aplicado a los Negocios

      Skills you'll gain: Blockchain, Internet Of Things, Business Technologies, Emerging Technologies, Business Operations, Cryptography, Supply Chain Management, HR Tech, Cybersecurity, Business Process, Security Controls, Contract Management, Automation, Data Storage, Strategic Decision-Making

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Logging and Monitoring in GC - Português Brasileiro

      Skills you'll gain: Application Performance Management, System Monitoring, Google Cloud Platform, Event Monitoring, Cloud Management, Performance Tuning, Debugging, Cloud Security, Continuous Monitoring, Cloud Applications, Cloud Computing Architecture, Query Languages, Data Import/Export

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Developing a Google SRE Culture - Português Brasileiro

      Skills you'll gain: Site Reliability Engineering, DevOps, Safety Culture, Culture Transformation, Change Management, Continuous Delivery, Organizational Change, Continuous Integration, Performance Measurement, Service Level, System Monitoring, Incident Management, Data-Driven Decision-Making, Automation

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      اهتمامات مستخدم فيسبوك المعتدل

      Skills you'll gain: Facebook, Customer Analysis, Web Analytics, Social Media Marketing, Social Media, Target Audience, Customer Insights, Marketing Strategies, Online Advertising

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      P

      Packt

      Web Application Security Testing with Google Hacking

      Skills you'll gain: Penetration Testing, Security Testing, Vulnerability Scanning, Application Security, Vulnerability Assessments, Infrastructure Security, Web Applications, Data Security, Web Servers, SQL

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Cisco CCNA (200-301)

      Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Routing Protocols, Virtual Local Area Network (VLAN), TCP/IP, Open Shortest Path First (OSPF), Network Routing, Software-Defined Networking, Network Routers, Wireless Networks, Ansible, Network Security, Puppet (Configuration Management Tool), Security Awareness, JSON, Restful API, Network Protocols, Network Infrastructure, Information Systems Security, General Networking, Command-Line Interface

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Advanced Docker - Data Persistence and Orchestration

      Skills you'll gain: Docker (Software), Application Deployment, Containerization, Nginx, Microservices, Data Storage, YAML, Command-Line Interface, General Networking

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      G

      Google Cloud

      Create Image Captioning Models - בעברית

      Skills you'll gain: Generative AI, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision

      Advanced · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Créer une présentation d’entreprise avec Piktochart

      Skills you'll gain: Presentations, User Accounts, Account Management, Data Visualization, Data Storytelling, Content Creation

      Beginner · Guided Project · Less Than 2 Hours

    • G

      Google Cloud

      Introduction to Data Engineering on Google Cloud - Bahasa Indonesia

      Skills you'll gain: Data Pipelines, Data Migration, Google Cloud Platform, Cloud Storage, Data Lakes, Extract, Transform, Load, Big Data, Command-Line Interface, Data Warehousing, Data Storage, Data Transformation, Automation, Real Time Data, Serverless Computing

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Launching into Machine Learning - 한국어

      Skills you'll gain: Applied Machine Learning, Machine Learning Algorithms, Data Quality, Machine Learning, Data Cleansing, Supervised Learning, Exploratory Data Analysis, Google Cloud Platform, Regression Analysis, Big Data, Sampling (Statistics), Performance Tuning

      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…781782783…811

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

    • Platform Product Revival: University of Maryland, College Park
    • Blockchain Aplicado a los Negocios: Universidades Anáhuac
    • Logging and Monitoring in GC - Português Brasileiro: Google Cloud
    • Developing a Google SRE Culture - Português Brasileiro: Google Cloud
    • اهتمامات مستخدم فيسبوك المعتدل: Coursera Project Network
    • Web Application Security Testing with Google Hacking: Packt
    • Cisco CCNA (200-301): Packt
    • Advanced Docker - Data Persistence and Orchestration: Packt
    • Create Image Captioning Models - בעברית: Google Cloud
    • Créer une présentation d’entreprise avec Piktochart: Coursera Project Network

    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