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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 California, Irvine

    Cluster Analysis, Association Mining, and Model Evaluation

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Methods, Fraud detection, Machine Learning, Machine Learning Algorithms, Correlation Analysis, Scatter Plots, Market Analysis, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    47 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Understanding and Data Visualization with Python

    Skills you'll gain: Data Visualization, Matplotlib, Data Processing, Plot (Graphics), Data Storytelling, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Data Structures, Heat Maps, Data Manipulation, Pandas (Python Package), NumPy, Data Transformation, Numerical Analysis, Exploratory Data Analysis, Data Cleansing, Data Mapping, Data Wrangling, Python Programming

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Bank Credit Analysis & Portfolio Management

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Financial Statements, Lending and Underwriting, Commercial Lending, Bank Regulations, Financial Analysis, General Lending, Banking, Risking, Portfolio Risk, Banking Services, Commercial Banking, Loans, Loan Origination, Loan Documentation, Regulatory Compliance, Portfolio Management, Financial Regulation, Working Capital

    5
    Rating, 5 out of 5 stars
    ·
    48 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Financial Analysis: Portfolios, Risks, Strategic Decisions

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Risk Management, Financial Management, Wealth Management, Finance, Financial Market, Investments, Financial Planning, Financial Analysis, Asset Management, Risk Analysis, General Finance, Investment Banking, Market Dynamics, Market Trend, Quantitative Research, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    156 reviews

    Beginner · Course · 1 - 4 Weeks

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

    Board Infinity

    Master Financial Analysis & Modeling Fundamentals

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Modeling, Financial Analysis, Working Capital, Business Valuation, Financial Data, Financial Forecasting, Income Statement, Balance Sheet, Budget Management, Forecasting, Business Metrics, Accounting and Finance Software, Cash Flows, Revenue Forecasting, Budgeting, Variance Analysis, Trend Analysis, Spreadsheet Software

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Financial Analysis & Decision Making

    Skills you'll gain: Capital Budgeting, Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Enterprise Risk Management (ERM), Corporate Finance, Risk Analysis, Financial Management, Business Risk Management, Business Ethics, Internal Controls, Cost Benefit Analysis, Portfolio Management, Risk Modeling, Risk Management, Balance Sheet, Profit and Loss (P&L) Management, Decision Making, Business

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Machine Learning Methods, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Machine Learning Algorithms, Data Analysis, Machine Learning, Correlation Analysis, Bayesian Network, Algorithms, Artificial Neural Networks, Model Evaluation

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    75 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Analytics with Skills.AI: Create Data Visualizations

    Skills you'll gain: Infographics, Data Presentation, Interactive Data Visualization, Data Visualization, Generative AI, AI Enablement, Analytics, Artificial Intelligence, Data Visualization Software, Data Analysis, Business Reporting, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    CBAP Certification Business Analysis Training

    Skills you'll gain: Requirements Management, Solution Design, Business Analysis, Requirements Elicitation, Stakeholder Management, Business Analysis Tools, Stakeholder Engagement, Stakeholder Analysis, Stakeholder Communications, Business Strategies, Business Process Modeling, Business Modeling, Business Strategy, Business Process, Process Analysis, Business Process Management, Business Intelligence, Agile Methodology, Performance Measurement

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Credit Analysis and Risk Modeling

    Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Portfolio Risk, Financial Acumen, Lending and Underwriting, Portfolio Management, Real Estate, Property and Real Estate, Commercial Lending, Financial Data, Equities, Project Finance, Analysis, Risk Analysis, Finance

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    I

    ISACA

    Auditing Generative AI: Strategy, Analysis & Risk Mitigation

    Skills you'll gain: Generative AI, Responsible AI, Auditing, AI Product Strategy, Compliance Auditing, AI literacy, Internal Auditing, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Accountability, Machine Learning Methods

    4.5
    Rating, 4.5 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
  • Data Understanding and Data Visualization with Python: Packt
  • Bank Credit Analysis & Portfolio Management: EDUCBA
  • Financial Analysis: Portfolios, Risks, Strategic Decisions: Coursera
  • Master Financial Analysis & Modeling Fundamentals: Board Infinity
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Advanced Financial Analysis & Decision Making: EDUCBA
  • Data Mining Methods: University of Colorado Boulder
  • Data Analytics with Skills.AI: Create Data Visualizations: Coursera
  • CBAP Certification Business Analysis Training: Simplilearn

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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