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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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    The Hong Kong University of Science and Technology

    The Science of Gastronomy

    Skills you'll gain: Cooking, Food and Beverage, Nutrition and Diet, Meal Planning And Preparation, Biochemistry, Aesthetics, Color Theory, Chemistry, Physiology, Physics, Psychology

    4.6
    Rating, 4.6 out of 5 stars
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    787 reviews

    Beginner · Course · 1 - 3 Months

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    University of Toronto

    Motion Planning for Self-Driving Cars

    Skills you'll gain: Traffic Flow Optimization, Machine Controls, Automation, Robotics, Network Routing, Graph Theory, Algorithms, Computer Vision, Mathematical Modeling, Data Mapping, Predictive Modeling, Spatial Data Analysis, Control Systems, Estimation, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    486 reviews

    Advanced · Course · 1 - 3 Months

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    University of California, Irvine

    Interfacing with the Arduino

    Skills you'll gain: Internet Of Things, Basic Electrical Systems, Automation Engineering, Electronics, Electronic Components, Embedded Systems, Control Systems, Electronic Hardware, Wireless Networks, Electrical and Computer Engineering, Hardware Design, Peripheral Devices, Human Machine Interfaces, Electrical Wiring, Computer Systems, Programming Principles, Systems Engineering, Computer Programming, Remote Access Systems, Interactive Learning

    4.7
    Rating, 4.7 out of 5 stars
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    4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Programa Especializado en Gerencia de Proyectos Complejos

    Skills you'll gain: Project Scoping, Scope Management, Feasibility Studies, Project Management Life Cycle, Project Planning, Project Estimation, Work Breakdown Structure, Earned Value Management, Project Controls, Cost Estimation, Estimation, Requirements Management, Project Management, Project Schedules, Project Portfolio Management, Strategic Planning, Project Design, Project Risk Management, Crisis Management, Project Documentation

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
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    1.4K reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of California, Davis

    Chemical Hazards and Process Safety

    Skills you'll gain: Chemical Engineering, Hazard Analysis, Process Engineering, Hazard Communication (HazCom), Safety Assurance, Occupational Health, Safety Training, Risk Management, Environment Health And Safety, Process Control, Accident Prevention, Risk Analysis, Incident Management, Safety Standards, Failure Analysis, Risk Mitigation, Personal protective equipment, Risk Management Framework, Engineering Analysis, Safety and Security

    4.8
    Rating, 4.8 out of 5 stars
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    294 reviews

    Advanced · Specialization · 3 - 6 Months

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    University of California, Irvine

    Business Intelligence and Visual Analytics

    Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Business Reporting, SAS (Software), Interactive Data Visualization, Cloud Computing Architecture, Data Storytelling, Business Intelligence, Business Analytics, Data Warehousing, Cloud Computing, Big Data, Machine Learning, Data Import/Export

    4.2
    Rating, 4.2 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Introduction to Time Value of Money (TVM)

    Skills you'll gain: Loans, Finance, Excel Formulas, Microsoft Excel, Depreciation, Cash Management, Financial Management, Financial Analysis, Business Mathematics, Cash Flows, Investments

    4.8
    Rating, 4.8 out of 5 stars
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    959 reviews

    Beginner · Course · 1 - 4 Weeks

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    The George Washington University

    Leading Healthcare Quality and Safety

    Skills you'll gain: Patient Safety, Clinical Leadership, Health Care Administration, Continuous Quality Improvement (CQI), Health Policy, Health Information Management, Health Care, Healthcare Ethics, Health Equity, Public Health and Disease Prevention, Systems Thinking, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Basic Elements of Design: Design Principles and Software Overview

    Skills you'll gain: Design Elements And Principles, Graphic Design, Design, Storytelling, Layout Design, Typography, Adobe InDesign, Design Research, Information Architecture, Color Theory, Adobe Photoshop

    4.7
    Rating, 4.7 out of 5 stars
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    993 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Geneva

    Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques

    Skills you'll gain: Ethical Standards And Conduct, Environmental Issue, Social Justice, Policy Analysis, Political Sciences, Education and Training, Human Development, Personal Development

    4.8
    Rating, 4.8 out of 5 stars
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    627 reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Simulation and Simulation Software, Machine Learning Methods, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Electric Power Systems, Mathematical Modeling, Electrical Power, Statistical Methods, Electronic Components, Research, Scripting, Algorithms, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    158 reviews

    Intermediate · Course · 1 - 3 Months

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    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, Agentic Workflows, AI Orchestration, AI Workflows, Generative AI Agents, Agentic systems, LangChain, LLM Application, Responsible AI, Retrieval-Augmented Generation, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Python Programming, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • The Science of Gastronomy: The Hong Kong University of Science and Technology
  • Motion Planning for Self-Driving Cars: University of Toronto
  • Interfacing with the Arduino: University of California, Irvine
  • Programa Especializado en Gerencia de Proyectos Complejos: Universidad de los Andes
  • Chemical Hazards and Process Safety: University of California, Davis
  • Business Intelligence and Visual Analytics: University of California, Irvine
  • Introduction to Time Value of Money (TVM): University of Michigan
  • Leading Healthcare Quality and Safety: The George Washington University
  • Basic Elements of Design: Design Principles and Software Overview: University of Colorado Boulder
  • Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques: University of Geneva

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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