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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

    Introduction to the Tidyverse

    Skills you'll gain: Tidyverse (R Package), Data Wrangling, R (Software), Data Cleansing, Data Transformation, Data Manipulation, R Programming, Data Science, Exploratory Data Analysis, Data Analysis, Data Management, File Management, Data Visualization

    4.4 stars, 54 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (54) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Statistics for Intermediate Learners

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    4 stars, 3.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (3.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Business Intelligence (BI) Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Interactive Data Visualization, Business Intelligence, ChatGPT, Business Intelligence Software, Data Presentation, Infographics, Dashboard Creation, LLM Application, AI literacy, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Responsible AI, Augmented and Virtual Reality (AR/VR), Data Analysis, Data Visualization

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Multi-Agent AI Systems: Build a Team of AI Bots with CrewAI

    Skills you'll gain: AI Orchestration, AI Workflows, Generative AI Agents, LLM Application, Agentic systems, Tool Calling, Context Management, Retrieval-Augmented Generation, Data Persistence

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • F

    Fractal Analytics

    Generative AI for Business Consultants

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Data Ethics, AI literacy, Management Consulting, Artificial Intelligence, Business Consulting, Consulting, AI Enablement, Risking, Microsoft Copilot, Quality Assurance, AI powered creativity, Market Intelligence, Market Research, Analysis, Automation, Project Scoping, Critical Thinking

    4.7 stars, 449 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (449) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents and Agentic AI with Python & Generative AI

    Skills you'll gain: Agentic systems, Generative AI Agents, Agentic Workflows, LLM Application, OpenAI API, AI Workflows, Tool Calling, Prompt Engineering, Prompt Patterns, Software Documentation

    4.6 stars, 469 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (469) · Beginner · Course · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • L

    LearnQuest

    Managing AI Systems: Development, Deployment, and Governance

    Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Cross-Functional Team Leadership, Operational Risk, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Dashboard Creation, Data Ethics, Performance Metric, Governance Risk Management and Compliance, Regulatory Compliance, Governance, Risk Control, Accountability Frameworks, Compliance Auditing, MLOps (Machine Learning Operations)

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    MATLAB Programming for Engineers and Scientists

    Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, Object Oriented Programming (OOP), Algorithms, Matlab, Machine Learning Methods, Applied Machine Learning, Object Oriented Design, ChatGPT, File I/O, LLM Application, Large Language Modeling, Dimensionality Reduction, Software Engineering, Program Development, Programming Principles, Functional Design, Computer Programming, Data Analysis

    4.8 stars, 18K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (18K) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • M

    McMaster University

    Experimentation for Improvement

    Skills you'll gain: Experimentation, Scientific Visualization, Plot (Graphics), Data Visualization, Predictive Modeling, Pareto Chart, Predictive Analytics, Model Optimization, Regression Analysis, A/B Testing, Statistical Modeling, Process Optimization, Statistical Software, Statistical Methods, Analysis, Data Analysis Software, Mathematical Modeling, R Programming, Data Analysis, Statistical Analysis

    4.9 stars, 938 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (938) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Board Infinity

    AI in Manufacturing: Predictive Maintenance and Alerts

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Machine Learning, Decision Intelligence, Random Forest Algorithm, Email Automation, No-Code Development, MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning Methods, Predictive Analytics, Automation Engineering, Model Training, Automation, Model Deployment, AI Workflows, Data-Driven Decision-Making, Continuous Monitoring, Estimation, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Washington

    Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Model Training, Logistic Regression, Supervised Learning, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Model Evaluation, Text Mining, Machine Learning Algorithms, Feature Engineering, Data Cleansing, Scalability, Model Optimization, Risking, Machine Learning, Natural Language Processing, Probability & Statistics

    4.7 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (3.7K) · Mixed · Course · 1 - 3 Months

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

  • Introduction to the Tidyverse: Johns Hopkins University
  • BiteSize Statistics for Intermediate Learners: University of Colorado Boulder
  • Mathematics for Machine Learning: PCA: Imperial College London
  • Generative AI for Business Intelligence (BI) Analysts: IBM
  • Multi-Agent AI Systems: Build a Team of AI Bots with CrewAI: Board Infinity
  • Generative AI for Business Consultants: Fractal Analytics
  • AI Agents and Agentic AI with Python & Generative AI: Vanderbilt University
  • Managing AI Systems: Development, Deployment, and Governance: LearnQuest
  • MATLAB Programming for Engineers and Scientists: Vanderbilt University
  • Experimentation for Improvement: McMaster University

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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