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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


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    J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Case Western Reserve University

    Mathematical Thinking for Advanced Mathematics

    Skills you'll gain: Computational Thinking, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Advanced Mathematics, Mathematical Modeling, Logical Reasoning, Deductive Reasoning, Critical Thinking, Applied Mathematics, Theoretical Computer Science, General Mathematics, Problem Solving, Mathematics Education, Analytical Skills, Numerical Analysis, Algebra, Geometry, Quantitative Research, Estimation, Verification And Validation

    Intermediate · Course · 1 - 3 Months

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    D

    Dartmouth College

    Fundamentals of Digital Transformation

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Business Transformation, Data-Driven Decision-Making, Internet Of Things, Cloud Computing, Automation, Cloud Storage, Business Analytics, Technology Strategies, Data Ethics, Cloud Infrastructure, Customer Insights, AI Personalization, Business Process Automation, Emerging Technologies, Responsible AI, Business Modeling, Cybersecurity, Law, Regulation, and Compliance

    4.8
    Rating, 4.8 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Patterns, Power Platform Architecture & Technical Design, Microsoft Power Platform, AI Workflows, Agentic Workflows, Generative AI Agents, Performance Tuning, Business Logic, AI Integrations, Agentic systems, Application Deployment, Generative AI, Performance Testing, Scalability, Data Integration, User Feedback

    2.1
    Rating, 2.1 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    332 reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    Edureka

    Introduction to PySpark

    Skills you'll gain: PySpark, Apache Spark, Data Management, Distributed Computing, Apache Hadoop, Data Processing, Data Manipulation, Data Analysis, Exploratory Data Analysis, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidades Anáhuac

    Ciencia de Datos Aplicada al Marketing

    Skills you'll gain: Regression Analysis, Statistical Visualization, Data-Driven Marketing, Data Visualization, Marketing Analytics, Statistical Software, Data Mining, Data-Driven Decision-Making, Exploratory Data Analysis, Business Intelligence, Statistical Methods, Market Intelligence, Correlation Analysis, Target Market, Customer Analysis, SPSS, Data Analysis, Statistical Analysis, Marketing, Market Research

    Beginner · Course · 1 - 3 Months

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    SkillsBooster Academy

    AI-Powered Personal Productivity System

    Skills you'll gain: Time Management, Anthropic Claude, ChatGPT, Google Gemini, Productivity, Calendar Management, Microsoft Copilot, Organizational Skills, Prompt Engineering, Google Workspace, Personal Development, Planning, Interviewing Skills, Google Sheets, Microsoft PowerPoint, Presentations, Data Analysis, Microsoft Excel, Goal Setting, Writing and Editing

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    T

    The Hong Kong University of Science and Technology

    Matrix Algebra for Engineers

    Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics, Numerical Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    4.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Advanced Credit Risk Management

    Skills you'll gain: Credit Risk, Risk Modeling, Derivatives, Retail Banking, Portfolio Risk, Securities (Finance), Risk Management, Lending and Underwriting, Risk Management Framework, Risk Analysis, Financial Modeling, Performance Stress Testing, Consumer Lending, Risk Mitigation, Banking, Analysis, Probability, Estimation, Performance Measurement, Analytical Skills

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    MathWorks

    Introduction to Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Regulatory Compliance

    Skills you'll gain: Compliance Training, Compliance Management, Regulatory Compliance, Health Insurance Portability And Accountability Act (HIPAA) Compliance, General Data Protection Regulation (GDPR), Medical Privacy, Law, Regulation, and Compliance, Legal Risk, Information Privacy, Governance Risk Management and Compliance, Personally Identifiable Information, Regulatory Requirements, Regulation and Legal Compliance, Internal Communications, Procedure Development, Data Security, Continuous Monitoring, Health Information Management, Risk Management, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Mathematical Thinking for Advanced Mathematics: Case Western Reserve University
  • Fundamentals of Digital Transformation: Dartmouth College
  • Copilot Studio: Coursera
  • Introduction to Applied Business Analytics: University of Illinois Urbana-Champaign
  • Introduction to PySpark: Edureka
  • Ciencia de Datos Aplicada al Marketing: Universidades Anáhuac
  • AI-Powered Personal Productivity System: SkillsBooster Academy
  • Matrix Algebra for Engineers: The Hong Kong University of Science and Technology
  • Advanced Credit Risk Management: EDUCBA

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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