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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


  • A

    Adobe

    Digital Marketing

    Skills you'll gain: Promotional Strategies, Marketing Planning, Marketing Strategy and Techniques, Digital Marketing, Adobe Express, Target Audience, Marketing Materials, Marketing Effectiveness, Marketing Automation, Customer Relationship Management, Advertising, Customer Acquisition Management, Customer Engagement, Content Creation, Generative AI Agents

    4.8
    Rating, 4.8 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Compensation: Job Evaluations & Pay Structures

    Skills you'll gain: Job Evaluation, Compensation Analysis, Compensation Strategy, Compensation Management, Job Analysis, Compensation and Benefits, Payroll, Human Resource Strategy, Performance Review, Data Visualization, Benchmarking, Data Analysis, Market Analysis, Diversity and Inclusion

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Azure Fundamentals AZ-900 Exam Prep

    Skills you'll gain: Patch Management, Microsoft Azure, Cloud Management, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Cloud Services, Cloud Deployment, Disaster Recovery, Virtual Machines, Kubernetes, Cloud Platforms, Role-Based Access Control (RBAC), Virtual Networking, Windows PowerShell, System Monitoring, Infrastructure as Code (IaC), Load Balancing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    164 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Toronto

    App Design and Development for iOS

    Skills you'll gain: Apple iOS, Swift Programming, Apple Xcode, Mobile Development, Application Design, Application Development, User Interface (UI), Interaction Design, Data Persistence, Animations, Computer Graphics, Persistence, Storyboarding, Network Model

    4.1
    Rating, 4.1 out of 5 stars
    ·
    269 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado System

    C++ Programming for Unreal Game Development

    Skills you'll gain: Unreal Engine, Object Oriented Programming (OOP), File I/O, C++ (Programming Language), Object Oriented Design, Debugging, Computer Programming, Event-Driven Programming, Video Game Development, Unity Engine, Data Structures, C# (Programming Language), Data Storage, 3D Assets, Development Environment, Game Design, Software Documentation, Software Design Patterns, User Interface (UI), Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    212 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Global Impact: Business Ethics

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Corporate Sustainability, Stakeholder Management, Stakeholder Analysis, Cultural Sensitivity, Decision Making, Sustainable Business, Cultural Diversity, International Relations, Corporate Strategy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    542 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Lending, Crowdfunding, and Modern Investing

    Skills you'll gain: FinTech, Portfolio Management, Consumer Lending, Return On Investment, Lending and Underwriting, Financial Services, Risk Analysis, Investments, Fundraising and Crowdsourcing, Financial Market, Asset Management, Case Studies, Wealth Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    590 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Basic Electronics

    Skills you'll gain: Electronic Systems, Semiconductors, Basic Electrical Systems, Electrical Engineering, Electronics, Electronic Components, Electronics Engineering, Power Electronics, Electrical Systems, Engineering Analysis, Network Analysis, Engineering Calculations, Control Systems, Applied Mathematics

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • U
    S

    Multiple educators

    Applied Sustainability for Technical Managers

    Skills you'll gain: Sustainable Business, Sustainability Reporting, Sustainable Design, Corporate Sustainability, Sustainable Technologies, Environmental Social And Corporate Governance (ESG), Sustainable Engineering, Sustainable Development, Sustainable Systems, Sustainability Standards, Business Reporting, Annual Reports, Organizational Leadership, Business Leadership, Strategic Leadership, Product Engineering, Initiative and Leadership, Leadership, Environment, Environmental Management Systems

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    228 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Analyze and Optimize User Retention

    Skills you'll gain: Looker (Software), Customer Retention, Web Analytics, Customer Analysis, Customer Insights, Marketing Analytics, Trend Analysis, Data Analysis, Product Management, Performance Metric, Analysis, Time Series Analysis and Forecasting, Strategic Marketing, Marketing Channel, Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • R

    Rice University

    Introduction to Archaeology

    Skills you'll gain: Ancient History, Timelines, Social Impact, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Sustainable Development, Peer Review, Environment, Case Studies, General Science and Research, Environmental Science, Community Development, Investigation, Climate Change Programs, Spatial Analysis, Geographic Information Systems, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Digital Marketing: Adobe
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Compensation: Job Evaluations & Pay Structures: Automatic Data Processing, Inc. (ADP)
  • Microsoft Azure Fundamentals AZ-900 Exam Prep: Microsoft
  • App Design and Development for iOS: University of Toronto
  • C++ Programming for Unreal Game Development: University of Colorado System
  • Global Impact: Business Ethics: University of Illinois Urbana-Champaign
  • Lending, Crowdfunding, and Modern Investing: University of Pennsylvania
  • Basic Electronics: Birla Institute of Technology & Science, Pilani
  • Applied Sustainability for Technical Managers: University of Colorado Boulder

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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