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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: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Automated Analysis

    Skills you'll gain: Test Automation, Regression Testing, Software Testing, Software Development Tools, Unit Testing, White-Box Testing, Code Coverage, Security Testing, Verification And Validation, Test Case, Test Data, Debugging, Automation, Application Security

    4.2
    Rating, 4.2 out of 5 stars
    ·
    86 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Systems Analysis

    Skills you'll gain: Feasibility Studies, Systems Development, Software Development Methodologies, Business Analysis, Software Design, Business Process Modeling, Communication, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Data Science, R Programming, Data Modeling, Statistical Analysis, Predictive Modeling, Mathematical Modeling, Probability & Statistics, Model Evaluation, Feature Engineering

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    37 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Data Preprocessing, Machine Learning Methods, Advanced Mathematics, Data Manipulation, Applied Mathematics, Mathematical Modeling, Machine Learning, Python Programming, Algebra

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Managerial Economics and Business Analysis

    Skills you'll gain: Supply And Demand, Statistical Inference, Business Analytics, Descriptive Statistics, Sampling (Statistics), Market Dynamics, Business Planning, Statistical Hypothesis Testing, Financial Systems, Bank Regulations, Financial Policy, Banking, International Finance, Data-Driven Decision-Making, Data Analysis, Data Presentation, Economics, Statistical Analysis, Peer Review, Business Economics

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Fundamentals of Business Analysis

    Skills you'll gain: Stakeholder Engagement, Business Analysis, Business Systems Analysis, Organizational Change, Stakeholder Communications, Requirements Analysis, Stakeholder Analysis, Change Management, Performance Analysis, Project Performance, Performance Measurement, Business Development, Process Improvement, Quality Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    91 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Applied Social Network Analysis in Python

    Skills you'll gain: Network Analysis, Social Network Analysis, Graph Theory, Data Analysis, Analysis, Pandas (Python Package), Predictive Analytics, Unsupervised Learning, Matplotlib, Python Programming, Data Import/Export, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Financial Analysis for Startups

    Skills you'll gain: Financial Analysis, Financial Statements, Financial Modeling, Financial Forecasting, Case Studies, Income Statement, Balance Sheet, Financial Planning, Cash Flows, Business Valuation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    113 reviews

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Financial Analysis in Practice

    Skills you'll gain: Financial Modeling, Variance Analysis, Financial Statements, Revenue Forecasting, Budget Management, Financial Statement Analysis, Financial Forecasting, Business Intelligence, Power BI, Financial Analysis, Cash Flows, Cost Management, Spreadsheet Software, Balance Sheet, Financial Reporting, Microsoft Excel, Dashboard, Data Visualization, Key Performance Indicators (KPIs), Capital Budgeting

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 1 - 3 Months

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

    Coursera

    AI-Guided Stress Reduction & Analysis

    Skills you'll gain: Mindfulness, Stress Management, Empathy, Patient Education And Counseling, Personal Development, Data Analysis, Professional Development, Vital Signs, Dashboard, Real Time Data, Respiration, Performance Measurement, Physiology, Standard Operating Procedure

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    C

    Creo Incubator

    Startups Market Study & Competitive Analysis

    Skills you'll gain: Competitive Analysis, Market Share, Market Analysis, Market Opportunities, Market Research, Target Market, Target Audience, Business Strategy, Competitive Intelligence, Business Research, User Research, Go To Market Strategy, Market Dynamics, Strategic Thinking, Commercialization, Strategic Planning, Product Marketing, Due Diligence, Product Management, Entrepreneurship

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Analysis, Budgeting, and Risk Management

    Skills you'll gain: Risk Modeling, Financial Modeling, Budgeting, Risk Analysis, Capital Budgeting, Risk Management, Portfolio Risk, Financial Analysis, Portfolio Management, Key Performance Indicators (KPIs), Operating Budget, Investments, Asset Management, Return On Investment, Market Data, Smart Goals, Financial Forecasting, Performance Measurement

    Intermediate · Course · 3 - 6 Months

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

  • Introduction to Automated Analysis: University of Minnesota
  • Introduction to Systems Analysis: IBM
  • Modern Regression Analysis in R: University of Colorado Boulder
  • Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
  • Managerial Economics and Business Analysis: University of Illinois Urbana-Champaign
  • Fundamentals of Business Analysis : Starweaver
  • Applied Social Network Analysis in Python: University of Michigan
  • Financial Analysis for Startups: Yonsei University
  • Financial Analysis in Practice: Coursera
  • AI-Guided Stress Reduction & Analysis: 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)

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