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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


  • D

    Duke University

    Programming Foundations with JavaScript, HTML and CSS

    Skills you'll gain: UI Components, Computational Thinking, HTML and CSS, User Interface (UI) Design, Web Design and Development, Interactive Design, Hypertext Markup Language (HTML), Web Development, Programming Principles, Web Design, Javascript, Event-Driven Programming, Computer Programming, Algorithms, Image Analysis, Web Applications, Cascading Style Sheets (CSS)

    4.6 stars, 15K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (15K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Basic Image Classification with TensorFlow

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Model Training, Tensorflow, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Network Model, Deep Learning, Computer Vision, Machine Learning, Network Architecture

    4.6 stars, 848 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (848) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Product Development, Agile Product Development, Innovation, Product Improvement, Ideation, Customer Analysis, Customer Insights, Design Thinking, Stakeholder Engagement, Stakeholder Communications, Customer Engagement, Product Requirements, Agile Methodology, Data-Driven Decision-Making, Stakeholder Management, Product Testing, Business Modeling

    4.7 stars, 5.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (5.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Choisir la Meilleure Méthode pour Illustrer les Données

    Skills you'll gain: Datamaps, Interactive Data Visualization, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Plot (Graphics), Data Access, Correlation Analysis, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming

    4.4 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Automated Report Generation with Generative AI

    Skills you'll gain: Report Writing, Digital Transformation, Automation, Generative AI, Business Reporting, Business Process Automation, Operational Efficiency, Artificial Intelligence, Data Collection, Data Literacy

    4.3 stars, 72 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (72) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Interpretable Machine Learning Applications: Part 4

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Model Training, Data Processing, Analysis, Machine Learning, Classification Algorithms, Machine Learning Methods, Random Forest Algorithm, Statistical Visualization, Software Visualization

    4.6 stars, 29 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (29) · Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft AI Product Manager

    Skills you'll gain: Competitive Analysis, Market Research, User Story, Product Roadmaps, Competitive Intelligence, User Interface and User Experience (UI/UX) Design, AI Product Strategy, Usability, Persona Development, Product Development, Market Analysis, UI/UX Strategy, New Product Development, Product Management, Customer Analysis, Product Lifecycle Management, Quality Assurance and Control, Technology Roadmaps, Product Strategy, Data Analysis

    4.5 stars, 430 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.5 (430) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture

    4.5 stars, 79 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (79) · Intermediate · Specialization · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • M

    Macquarie University

    Excel Skills for Business: Intermediate II

    Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Data Validation, Spreadsheet Software, Data Modeling, Financial Forecasting, Predictive Modeling, Financial Modeling, Data Integrity, Visual Basic (Programming Language), Business Modeling, Automation, Data Security

    4.8 stars, 8.5K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (8.5K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Create Charts and Dashboards Using Microsoft Excel

    Skills you'll gain: Dashboard, Microsoft Excel, Microsoft 365, Microsoft Office, Spreadsheet Software, Data Visualization, Document Management, Trend Analysis, Data Analysis

    4.6 stars, 1K reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (1K) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • I

    IBM

    Generative AI: Business Transformation and Career Growth

    Skills you'll gain: Generative AI, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Content Creation, Market Opportunities, AI Integrations, Business Transformation, New Business Development, Content Development and Management

    4.7 stars, 307 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (307) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Organizational Strategy for Competitive Advantage

    Skills you'll gain: Business Management, Business Leadership, Organizational Effectiveness, Decision Making, Innovation, Corporate Sustainability, People Management, Ethical Standards And Conduct, Leadership, Culture Transformation, Systems Thinking, Competitive Analysis, Strategic Partnership, Business Modeling, Environmental Social And Corporate Governance (ESG), Market Analysis, Influencing, Value Propositions, Growth Strategies, Culture

    4.7 stars, 4.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (4.3K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Programming Foundations with JavaScript, HTML and CSS: Duke University
  • Basic Image Classification with TensorFlow: Coursera
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
  • Automated Report Generation with Generative AI: Coursera
  • Interpretable Machine Learning Applications: Part 4: Coursera
  • Microsoft AI Product Manager: Microsoft
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Excel Skills for Business: Intermediate II: Macquarie University
  • Create Charts and Dashboards Using Microsoft Excel: 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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