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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


  • Status: Free Trial
    Free Trial
    G

    Goodwill Industries International

    Client Intake, Assessments, Skill Analysis and Planning

    Skills you'll gain: Accountability, Recruitment, Client Services, Needs Assessment, Gap Analysis, Goal Setting, Consultative Approaches, Coaching, Action Oriented, Community Outreach, Rapport Building, Case Management, Critical Thinking, Overcoming Obstacles, Relationship Building, Strategic Partnership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Science at Scale

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Databases, Statistical Machine Learning, Model Evaluation, Predictive Analytics, R Programming, Data Analysis, SQL, Predictive Modeling, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    922 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Business Analysis: Preparation Exam for ECBA Certification

    Skills you'll gain: Business Analysis, Process Analysis, Business Requirements, Business Process Modeling, Needs Assessment, Requirements Management, Ethical Standards And Conduct, Prioritization, Stakeholder Engagement

    4.9
    Rating, 4.9 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Introduction to Process Safety and Risk Analysis

    Skills you'll gain: Chemical Engineering, Hazard Analysis, Process Engineering, Safety Assurance, Safety Training, Risk Management, Process Control, Failure Analysis, Accident Prevention, Risk Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    201 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Risk Analysis, Time Series Analysis and Forecasting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    511 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Starweaver

    Manufacturing Systems Analysis: A Comprehensive Guide

    Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Manufacturing Operations, Process Improvement, Process Optimization, Production Planning, Organizational Strategy, Key Performance Indicators (KPIs), Production Management, Manufacturing Processes, Strategic Leadership, Continuous Improvement Process, Operational Analysis, Performance Measurement, Automation Engineering, Change Management, Systems Analysis, Simulation and Simulation Software, Sustainable Business, Operations Research

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Engineering Genetic Circuits: Modeling and Analysis

    Skills you'll gain: Biological Engineering, Bioinformatics, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Biotechnology, Engineering Analysis, Simulations, Differential Equations, Computer-Aided Design, Algorithms, Chemistry

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Compensation: Smarter Pay Equity Analysis

    Skills you'll gain: Responsible AI, Google Gemini, Anthropic Claude, Human Resources, Artificial Intelligence, Human Resource Strategy, Forecasting, Mitigation

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Control Systems Analysis: Modeling of Dynamic Systems

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Differential Equations, Systems Analysis, Electrical Systems, Mechanics, Systems Thinking, Applied Mathematics, Performance Testing, Basic Electrical Systems

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    117 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Intro to Analytic Thinking, Data Science, and Data Mining

    Skills you'll gain: Analytical Skills, Data Ethics, Data Mining, Data Strategy, Data Science, Business Analytics, Data Analysis, Big Data, Analytics, Business Intelligence, Descriptive Analytics, Data Literacy, Predictive Analytics, Data Processing, Small Data

    4.2
    Rating, 4.2 out of 5 stars
    ·
    156 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Statistics & Mathematics for Data Science & Data Analytics

    Skills you'll gain: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Client Intake, Assessments, Skill Analysis and Planning: Goodwill Industries International
  • Data Science at Scale: University of Washington
  • Business Analysis: Preparation Exam for ECBA Certification: SkillUp
  • Data Science with R: Duke University
  • Introduction to Process Safety and Risk Analysis: University of California, Davis
  • Advanced Portfolio Construction and Analysis with Python: EDHEC Business School
  • Manufacturing Systems Analysis: A Comprehensive Guide : Starweaver
  • Engineering Genetic Circuits: Modeling and Analysis: University of Colorado Boulder
  • GenAI for Compensation: Smarter Pay Equity Analysis: Coursera
  • Control Systems Analysis: Modeling of Dynamic Systems: 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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