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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: New
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    Packt

    Introduction to Vehicle Dynamics

    Skills you'll gain: Vibrations, Mechanical Engineering, Structural Analysis, Mechanics, Engineering Analysis, Control Systems, Torque (Physics), Engineering Calculations, Mechanical Design, Market Dynamics, Systems Design, Physics, Analysis, Simulations, Simulation and Simulation Software, Design, Probability Distribution, Mathematical Modeling

    Intermediate · Course · 1 - 3 Months

  • 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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Credit Risk Measurement and Management

    Skills you'll gain: Credit Risk, Lending and Underwriting, Risk Modeling, Risk Analysis, Commercial Lending, Portfolio Risk, Securities (Finance), Risk Mitigation, Risk Management, Risk Management Framework, Derivatives, Financial Analysis, Retail Banking, Banking, Portfolio Management, Analysis, Probability, Transfer Learning, Application Frameworks, Design

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Control Systems, Robotics, Deep Learning, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Global Positioning Systems, Hardware Architecture, Systems Architecture, Network Routing, Graph Theory, Estimation, Algorithms, Artificial Intelligence, Mathematical Modeling, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.6K reviews

    Advanced · Specialization · 3 - 6 Months

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    EDUCBA

    Project Quality and Risk Management

    Skills you'll gain: Project Risk Management, Quality Management, Quality Assurance, Risk Analysis, Quality Monitoring, Risk Management, Risk Mitigation, Quality Control, Quality Improvement, Quality Assurance and Control, Risk Control, Project Management Life Cycle, Project Management, Project Performance, Planning, Pareto Chart, Resilience, Prioritization

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Mastering Money: Risk, Wealth, and Our Economy

    Skills you'll gain: Insurance, Portfolio Risk, Supply And Demand, Insurance Policies, Risk Management, Investments, Wealth Management, Risk Management Framework, Portfolio Management, Market Dynamics, Financial Planning, Investment Management, Finance, Economics, Asset Management, Financial Management, Economic Development, Behavioral Economics, Cost Benefit Analysis, Business Economics

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Beginner · Specialization · 1 - 3 Months

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    L

    Lund University

    Circular Economy - Sustainable Materials Management

    Skills you'll gain: Sustainable Business, Sustainable Design, Sustainable Development, Sustainable Systems, Corporate Sustainability, Environmental Resource Management, Environment and Resource Management, Strategic Sourcing, Materials Management, Business Modeling, Supply Management, Drive Engagement, Environmental Issue, Social Impact, Environmental Policy, Resource Utilization, Business Analysis, Innovation, Policy Analysis, Policy Development

    4.8
    Rating, 4.8 out of 5 stars
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    2.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    L&T EduTech

    Chemical Process Safety

    Skills you'll gain: Occupational Safety And Health, Health And Safety Standards, Control Systems, Risk Analysis, First Aid

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Virginia

    Artificial Intelligence in Marketing

    Skills you'll gain: AI Personalization, Marketing Strategies, Data-Driven Marketing, Digital Transformation, Marketing, Marketing Analytics, Network Model, Data-Driven Decision-Making, Machine Learning Algorithms, Personalized Campaigns, Artificial Intelligence, Digital Marketing, Business Strategy, Case Studies, Customer Insights, Competitive Analysis, Network Analysis, Customer Engagement, AI Integrations

    4.6
    Rating, 4.6 out of 5 stars
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    355 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Manchester

    Industrial Biotechnology

    Skills you'll gain: Biotechnology, Biological Engineering, Sustainable Technologies, Process Engineering, Molecular Biology, Chemical Engineering, Molecular, Cellular, and Microbiology, Sustainable Engineering, Life Sciences, Biochemistry, Pharmaceuticals, Manufacturing and Production, Materials science, Medical Science and Research, Drug Development, Process Analysis, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Google Cloud

    Migrations Google Cloud Database : stratégie

    Skills you'll gain: Data Migration, Google Cloud Platform, Data Strategy, Technology Strategies, Cloud Solutions, Enterprise Architecture, Database Management, Data-Driven Decision-Making, Business Analysis, Risk Mitigation, Dependency Analysis, Plan Execution, Process Analysis, Business Requirements, Asset Management, Risk Management, Prioritization, Governance

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Microsoft Copilot for Power BI: AI-Powered Report Insights

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard Creation, Dashboard, Data Modeling, Business Intelligence, Data Access, Microsoft Copilot, Data Integration, Interactive Data Visualization, Data-Driven Decision-Making, Performance Reporting, Data Transformation, Data Cleansing, ChatGPT, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Vehicle Dynamics: Packt
  • Interpretable Machine Learning Applications: Part 4: Coursera
  • Credit Risk Measurement and Management: EDUCBA
  • Self-Driving Cars: University of Toronto
  • Project Quality and Risk Management: EDUCBA
  • Mastering Money: Risk, Wealth, and Our Economy: University of Illinois Urbana-Champaign
  • Circular Economy - Sustainable Materials Management: Lund University
  • Chemical Process Safety: L&T EduTech
  • Artificial Intelligence in Marketing: University of Virginia
  • Industrial Biotechnology: University of Manchester

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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