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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


  • J

    Johns Hopkins University

    Foundations of Probability and Random Variables

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Combinatorics, Statistical Programming, Data Analysis, Probability, Statistics, Probability Distribution, Applied Machine Learning, Probability & Statistics, Bayesian Statistics, Data Science, Simulations

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • H

    HRCI

    Business Management Foundations for HR

    Skills you'll gain: Human Resources, Governance, Workplace inclusivity, Human Resource Policies, Human Resource Strategy, Human Resources Information System (HRIS), Business Management, Human Resources Management and Planning, Risk Mitigation, Human Resource Management, Mitigation, Organizational Change, Organizational Structure, Labor Compliance, Risk Analysis, Business Administration, Change Management, Stakeholder Engagement, Governance Risk Management and Compliance, People Analytics

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Demand Planning in RStudio: Create Demand Forecast

    Skills you'll gain: Demand Planning, Customer Demand Planning, Supply Chain Planning, Production Planning, Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Inventory Management System, Data Analysis, Plot (Graphics), R Programming, Data Visualization, R (Software), Model Evaluation, Model Training

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft Enterprise AI Governance, Ethics & Security

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Governance Risk Management and Compliance, Storytelling, Compliance Management, Generative AI, Security Strategy, Governance, Compliance Auditing, Data Quality, Regulatory Compliance, Internal Auditing, Cloud Security, Risk Management, Risk Analysis, Threat Modeling, Policy Development, Cybersecurity, Stakeholder Management

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Architecting Solutions on AWS

    Skills you'll gain: Serverless Computing, AWS Identity and Access Management (IAM), Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, User Accounts, Identity and Access Management, Amazon Web Services, Software Architecture, IT Security Architecture, Back-End Web Development, API Gateway, Hybrid Cloud Computing, Cloud Engineering, Systems Architecture, Enterprise Architecture, Cloud Management, Data Analysis, Data Visualization

    4.8 stars, 585 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (585) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Indian Institute of Technology Guwahati

    Advanced Product Design

    Skills you'll gain: Product Design, Failure Analysis, Interaction Design, Failure Mode And Effects Analysis, Usability, Product Development, Human Computer Interaction, Engineering Tolerance, Industrial Design, User Interface and User Experience (UI/UX) Design, Human Centered Design, Value Engineering, Design Reviews, Prototyping, Design Thinking, New Product Development, Good Manufacturing Practices, Reliability, Sustainability Reporting, Cost Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Digital Marketing: Customer Engagement Strategy

    Skills you'll gain: Customer Engagement, Digital Brand Strategy, Marketing Strategies, Driving engagement, Digital Marketing, Marketing Strategy and Techniques, Content Marketing, MarTech, Cross-Channel Marketing, Digital Media Strategy, Social Media Marketing, Loyalty Programs, Consumer Behaviour, Marketing Communications, Digital Advertising, Analytics, Generative AI, Data Analysis, Data Visualization, Data Collection

    4.5 stars, 4.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (4.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    4.2 stars, 13 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (13) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Data Import/Export, Object Oriented Programming (OOP), Microsoft Excel, Problem Solving, Computer Programming, Solution Design, Simulations, Debugging, Code Review, Data Cleansing, Code Reusability, Spreadsheet Software, UI Components, Automation, Data Management, User Interface (UI)

    4.8 stars, 4.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (4.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Business Strategy

    Skills you'll gain: Business Strategy, Business Strategies, Business Planning, Organizational Strategy, Strategic Thinking, Corporate Strategy, Strategic Planning, Strategic Leadership, Business Management, Strategic Decision-Making, Competitive Analysis, Business Modeling, Market Analysis, Value Propositions, Resource Utilization

    4.8 stars, 2.1K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (2.1K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • T

    The Museum of Modern Art

    In the Studio: Postwar Abstract Painting

    Skills you'll gain: Creativity, Problem Solving, Aesthetics, Color Theory, Liberal Arts, Personal Development, Design Elements And Principles, Social Impact, World History

    4.9 stars, 1.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (1.5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • R

    Rice University

    Investment and Portfolio Management

    Skills you'll gain: Portfolio Management, Portfolio Risk, Financial Market, Investments, Securities (Finance), Investment Management, Financial Systems, Securities Trading, Asset Management, Behavioral Economics, General Finance, Capital Markets, Risk Modeling, Equities, Financial Trading, Performance Measurement, Finance, Performance Analysis, Risk Management, Return On Investment

    4.5 stars, 2.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (2.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Foundations of Probability and Random Variables: Johns Hopkins University
  • Business Management Foundations for HR: HRCI
  • Demand Planning in RStudio: Create Demand Forecast: Coursera
  • Microsoft Enterprise AI Governance, Ethics & Security: Microsoft
  • Architecting Solutions on AWS: Amazon Web Services
  • Advanced Product Design: Indian Institute of Technology Guwahati
  • Digital Marketing: Customer Engagement Strategy: University of Illinois Urbana-Champaign
  • Generative AI and Large Language Models: Coursera
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Business Strategy: University of Illinois Urbana-Champaign

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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