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

    • I

      IBM

      Data Analysis and Visualization Foundations

      Skills you'll gain: Microsoft Excel, Data Visualization, Spreadsheet Software, Plot (Graphics), Data Analysis, Databases, Python Programming, SQL, Statistical Visualization, Data Management, Data Mining, Data Science, NoSQL, R Programming, Big Data, Business Analysis, Data Visualization Software, Interactive Data Visualization

      Build toward a degree

      Beginner · Specialization · 3 - 6 Months

    • Status: [object Object]
      New AI skills
      G

      Google

      Google Data Analytics

      Skills you'll gain: Data Analysis, R Programming, SQL, Spreadsheet Software, Business Analysis, Business Communication, Data Visualization, Data Management, General Statistics, Big Data, Communication, Computer Programming, Data Science, Data Visualization Software, Databases, Exploratory Data Analysis, Extract, Transform, Load, Leadership and Management, Microsoft Excel, Problem Solving, Small Data, Statistical Programming, Tableau Software

      Build toward a degree

      Beginner · Professional Certificate · 3 - 6 Months

    • G

      Google Cloud

      From Data to Insights with Google Cloud

      Skills you'll gain: Google Cloud Platform, Cloud Computing, SQL, Databases, Data Analysis, Big Data, Cloud Platforms, Data Management, Exploratory Data Analysis, Cloud Storage, Data Model, Machine Learning, Applied Machine Learning, Human Learning, Data Visualization, Machine Learning Algorithms, Database Theory

      Beginner · Specialization · 3 - 6 Months

    Learn Exploratory Data Analysis from leading universities and companies

    Explore Exploratory Data Analysis skills

    • Data Analysis Software

    • Dashboard

    • Analytics

    • Databricks

    • Apache Spark

    • Statistical Analysis

    • Data Mining

    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
     *

    Results for "exploratory data analysis"

    • E

      ESSEC Business School

      Strategic Business Analytics

      Skills you'll gain: Business Analysis, Data Analysis, Statistical Analysis, Probability & Statistics, Customer Analysis, Market Analysis, Marketing, R Programming, Data Management, Exploratory Data Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      1.3K reviews

      Advanced · Specialization · 3 - 6 Months

    • U

      University of Illinois Urbana-Champaign

      Accounting Analysis I: The Role of Accounting as an Information System

      Skills you'll gain: Accounting, Finance, Financial Accounting, Financial Management, General Accounting, Generally Accepted Accounting Principles (GAAP), Accounts Payable and Receivable, Financial Analysis, Management Accounting, Account Management

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      666 reviews

      Intermediate · Course · 1 - 3 Months

    • D

      Duke University

      MLOps Platforms: Amazon SageMaker and Azure ML

      Skills you'll gain: Machine Learning, Microsoft Azure, Python Programming

      3.7
      Rating, 3.7 out of 5 stars
      ·
      38 reviews

      Advanced · Course · 1 - 3 Months

    • C

      Corporate Finance Institute

      Python Fundamentals

      Advanced · Course · 1 - 3 Months

    • Status: Free
      Free
      I

      Illinois Tech

      A Comprehensive Excel Masterclass

      Skills you'll gain: Microsoft Excel, Problem Solving

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      38 reviews

      Intermediate · Course · 1 - 4 Weeks

    • R

      Rutgers the State University of New Jersey

      Supply Chain Analytics Essentials

      Skills you'll gain: Data Analysis, Inventory Management, Leadership and Management, Supply Chain Systems, Supply Chain and Logistics, Operations Management, Strategy and Operations, Planning, Supplier Relationship Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      983 reviews

      Beginner · Course · 1 - 4 Weeks

    • Placeholder
      U

      University of Colorado Boulder

      Introduction to Power Semiconductor Switches

      3.4
      Rating, 3.4 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      I

      IBM

      AI Foundations for Everyone

      Skills you'll gain: Human Learning, Machine Learning, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Human Computer Interaction, Natural Language Processing, Algorithms, Applied Machine Learning, Cloud Computing, Computer Vision, IBM Cloud, Machine Learning Software, Customer Analysis, Computer Programming, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      21K reviews

      Beginner · Specialization · 3 - 6 Months

    • Placeholder
      J

      Johns Hopkins University

      Linear Algebra: Orthogonality and Diagonalization

      4.9
      Rating, 4.9 out of 5 stars
      ·
      27 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      I

      IIT Bombay

      Introduction to Internet of Things

      Skills you'll gain: Internet Of Things

      4.9
      Rating, 4.9 out of 5 stars
      ·
      33 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      G

      Google Cloud

      Building Batch Data Pipelines on GCP en Français

      Intermediate · Course · 1 - 3 Months

    • Placeholder
      U

      University of Colorado Boulder

      Project Valuation and the Capital Budgeting Process

      Skills you'll gain: Finance, Financial Analysis, Investment Management, Cost Accounting, Financial Accounting

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      130 reviews

      Intermediate · Course · 1 - 3 Months

    Searches related to exploratory data analysis

    exploratory data analysis for machine learning
    exploratory data analysis with python and pandas
    exploratory data analysis with matlab
    exploratory data analysis for the public sector with ggplot
    exploratory data analysis in aws
    perform exploratory data analysis on retail data with python
    conducting exploratory data analysis
    tools for exploratory data analysis in business
    1…141142143…536

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

    • Strategic Business Analytics: ESSEC Business School
    • Accounting Analysis I: The Role of Accounting as an Information System: University of Illinois Urbana-Champaign
    • MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
    • Python Fundamentals: Corporate Finance Institute
    • A Comprehensive Excel Masterclass: Illinois Tech
    • Supply Chain Analytics Essentials: Rutgers the State University of New Jersey
    • Introduction to Power Semiconductor Switches: University of Colorado Boulder
    • AI Foundations for Everyone: IBM
    • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
    • Introduction to Internet of Things: IIT Bombay

    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

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

    Coursera Footer

    Get Started with AI

    • AWS & DLAI GenAI with LLMs Course
    • DLAI AI For Everyone Course
    • Google AI Essentials Course
    • Google Cloud Introduction to Generative AI Course
    • Google Prompting Essentials
    • IBM AI Engineering Professional Certificate
    • IBM Generative AI Fundamentals Specialization
    • IBM Introduction to Artificial Intelligence (AI)
    • Stanford AI in Healthcare Specialization
    • DLAI Supervised Machine Learning: Regression and Classification
    • Vanderbilt Prompt Engineering for ChatGPT Course

    Popular Career Certificates

    • Adobe Content Creator Professional Certificate
    • Google Cybersecurity Professional Certificate
    • Google Data Analytics Professional Certificate
    • Google Digital Marketing Professional Certificate
    • Google IT Support Professional Certificate
    • Google Project Management Professional Certificate
    • Google UX Design Professional Certificate
    • IBM Data Science Professional Certificate
    • Meta Front-End Developer Professional Certificate
    • Microsoft Power BI Data Analyst Professional Certificate
    • All Career Certificates

    Popular Subjects

    • Artificial Intelligence
    • Cybersecurity
    • Data Analytics
    • Digital Marketing
    • Generative AI
    • Graphic Design
    • Machine Learning
    • Microsoft Excel
    • Microsof Power BI
    • Project Management
    • Python
    • SQL
    • All Courses

    Popular Resources

    • High-Income Skills Worth Learning
    • How to Get a PMP Certification
    • Free IT Certifications and Courses
    • Google Analytics Certification: Benefits and How to Get It
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • Popular IT Certifications
    • What Does a Data Analyst Do?
    • What Is the CAPM Certification
    • Career Insights & Advice Hub
    • Career Tools & Resource Hub

    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
    Placeholder
    Placeholder
    Placeholder
    © 2024 Coursera Inc. All rights reserved.
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder