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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


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    U

    Universidad Austral

    Fundamentos de la visualización de datos con Tableau

    Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Tableau Software, Dashboard, Data Storytelling, Tree Maps, Data Presentation, Data Literacy, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    68 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL

    Beginner Ā· Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Resampling, Selection and Splines

    Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Statistics, Applied Mathematics, Logistic Regression, Probability Distribution

    Build toward a degree

    5
    Rating, 5 out of 5 stars
    Ā·
    8 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    90 reviews

    Advanced Ā· Course Ā· 1 - 4 Weeks

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    D

    Duke University

    Ł…Ł‚Ų§ŁŠŁŠŲ³ الأعمال Ł„Ł„Ų“Ų±ŁƒŲ§ŲŖ Ų§Ł„ŲŖŁŠ ŲŖŲ¹ŲŖŁ…ŲÆ على Ų§Ł„ŲØŁŠŲ§Ł†Ų§ŲŖ

    Skills you'll gain: Business Metrics, Business Analytics, Performance Measurement, Business Intelligence, Financial Data, Market Data, Key Performance Indicators (KPIs), Tableau Software, Analytical Skills, Big Data, Data Analysis, Competitive Intelligence, Data-Driven Decision-Making, E-Commerce, Microsoft Excel, SQL

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    77 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

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    C

    Coursera

    GenAI for Technology Consultants

    Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Business Consulting, Generative AI, Prompt Engineering Tools, AI Enablement, Business Reporting, Research Reports, Client Services, Business Process Automation, Data Analysis, Business Ethics, Innovation

    3.7
    Rating, 3.7 out of 5 stars
    Ā·
    7 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    N

    Northeastern University

    Designing Engaging Dashboards for Healthcare Analytics

    Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Data Presentation, Interactive Data Visualization, Infographics, Data Literacy, Tableau Software, Data Visualization Software, Presentations, Statistical Visualization, Storytelling, Design Elements And Principles, Data Analysis, Key Performance Indicators (KPIs), Health Informatics, Color Theory, Stakeholder Communications

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillUp

    Foundations of AI in Healthcare

    Skills you'll gain: Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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

    EDUCBA

    AI with Python: Apply & Implement ML Models

    Skills you'll gain: Data Preprocessing, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Cleansing, Model Evaluation, Jupyter, Python Programming, Applied Machine Learning, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Statistical Analysis

    Mixed Ā· Course Ā· 1 - 4 Weeks

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    U

    University of California, Davis

    AI Agents: From Prompts to Multi-Agent Systems

    Skills you'll gain: Prompt Engineering, AI Workflows, Agentic systems, Generative AI, AI Orchestration, Artificial Intelligence, Responsible AI, Innovation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    112 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Meaningful Predictive Modeling

    Skills you'll gain: Model Evaluation, Predictive Modeling, Data Validation, Regression Analysis, Supervised Learning, Feature Engineering, Python Programming, Statistical Methods, Machine Learning Methods, Data Preprocessing, Classification Algorithms, Natural Language Processing

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    49 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
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    V

    Vanderbilt University

    Integrating Generative AI into Project Management

    Skills you'll gain: Workflow Management, AI Enablement, Constructive Feedback, Generative AI, Large Language Modeling, Artificial Intelligence, Automation, Responsible AI, Technical Communication, Project Management, Data Ethics, Communication Strategies, Data-Driven Decision-Making, Data Science

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    21 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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

  • Fundamentos de la visualización de datos con Tableau:Ā Universidad Austral
  • Bracketology with Google Machine Learning:Ā Google Cloud
  • Resampling, Selection and Splines:Ā University of Colorado Boulder
  • AI Workflow: Machine Learning, Visual Recognition and NLP:Ā IBM
  • Ł…Ł‚Ų§ŁŠŁŠŲ³ الأعمال Ł„Ł„Ų“Ų±ŁƒŲ§ŲŖ Ų§Ł„ŲŖŁŠ ŲŖŲ¹ŲŖŁ…ŲÆ على Ų§Ł„ŲØŁŠŲ§Ł†Ų§ŲŖ:Ā Duke University
  • GenAI for Technology Consultants:Ā Coursera
  • Designing Engaging Dashboards for Healthcare Analytics:Ā Northeastern University
  • Foundations of AI in Healthcare:Ā SkillUp
  • AI with Python: Apply & Implement ML Models:Ā EDUCBA
  • AI Agents: From Prompts to Multi-Agent Systems:Ā University of California, Davis

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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