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  • Exploratory Data Analysis

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: New
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    Status: Free Trial
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    J

    John Wiley & Sons

    Quantitative Tools for Risk and Decision Analysis

    Skills you'll gain: Risk Modeling, Estimation, Risk Management, Analysis, Decision Making, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Probability, Quantitative Research, Statistical Modeling, Data Collection, Data Analysis, Probability Distribution, Predictive Modeling, Strategic Prioritization, Simulation and Simulation Software, Statistical Methods

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Getting and Cleaning Data

    Skills you'll gain: Data Manipulation, Data Cleansing, Data Wrangling, Data Processing, Data Integration, Data Preprocessing, Data Transformation, Data Import/Export, Data Collection, Data Management, Web Scraping, Data Access, R Programming, R (Software), MySQL, File Management, SQL, Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8.1K reviews

    Mixed · Course · 1 - 4 Weeks

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    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: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Project

    Skills you'll gain: Data Mining, Data Pipelines, Analytical Skills, Data Preprocessing, Ideation, Exploratory Data Analysis, Model Evaluation, Technical Writing, Technical Communication

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    W

    Wesleyan University

    Data Management and Visualization

    Skills you'll gain: Descriptive Statistics, Data Manipulation, Data Presentation, Data Visualization Software, Data Management, Data Literacy, Graphing, SAS (Software), Peer Review, Data Analysis, Statistics, Exploratory Data Analysis, Statistical Programming, Statistical Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    946 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    IBM

    IBM Data Analyst Capstone Project

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Interactive Data Visualization, Statistical Visualization, Scientific Visualization, Data Presentation, IBM Cognos Analytics, Data Storytelling, Data Analysis, Dashboard Creation, Data Visualization Software, Dashboard, Jupyter, Statistical Reporting, Scatter Plots, Analytics, Box Plots, Looker (Software), Data Wrangling, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    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, Commercial Banking, Loans, Loan Documentation, Regulatory Compliance, Portfolio Management, Financial Regulation, Working Capital, Balance Sheet, Compliance Management

    4.9
    Rating, 4.9 out of 5 stars
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    56 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    CCBA Certification Business Analysis Essentials

    Skills you'll gain: Business Analysis, Stakeholder Engagement, Stakeholder Management, Business Requirements, Solution Design, Requirements Management, Stakeholder Communications, Business Process, Business Strategies, Requirements Elicitation, Stakeholder Analysis, Performance Analysis, Strategic Thinking, Governance, Performance Measurement, Business Solutions

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Image Segmentation, Filtering, and Region Analysis

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, Digital Signal Processing, Spatial Data Analysis, Medical Imaging, Spatial Analysis, Mathematical Software, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    E

    EDUCBA

    Financial Statistics and Quantitative Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Probability Distribution, Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Trend Analysis, Risk Modeling, Finance, Statistical Methods, Financial Data, Financial Modeling, Probability, Statistical Inference, Risk Analysis, Probability & Statistics, Risk Management, Statistics, Correlation Analysis, Analysis, Portfolio Management

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Washington

    Social Media Data Analytics

    Skills you'll gain: Text Mining, Social Media Analytics, Unstructured Data, Quantitative Research, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Statistical Methods, Correlation Analysis, R (Software), Application Programming Interface (API), R Programming, Regression Analysis, Data Collection, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    299 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Sentiment Analysis with RNNs in Keras

    Skills you'll gain: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Model Training, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Data Analysis

    Mixed · Course · 1 - 4 Weeks

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

  • Quantitative Tools for Risk and Decision Analysis: John Wiley & Sons
  • Getting and Cleaning Data: Johns Hopkins University
  • Credit Analysis and Risk Modeling: EDUCBA
  • Data Mining Project: University of Colorado Boulder
  • Data Management and Visualization: Wesleyan University
  • IBM Data Analyst Capstone Project: IBM
  • Bank Credit Analysis & Portfolio Management: EDUCBA
  • CCBA Certification Business Analysis Essentials: Simplilearn
  • Image Segmentation, Filtering, and Region Analysis: MathWorks
  • Financial Statistics and Quantitative Analysis: EDUCBA

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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