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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


  • N

    Northeastern University

    Business Application of Machine Learning and Artificial Intelligence in Healthcare

    Skills you'll gain: Health Informatics, Decision Support Systems, Process Mapping, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Customer experience strategy (CX), Artificial Intelligence and Machine Learning (AI/ML), Analytics, Applied Machine Learning, Healthcare Industry Knowledge, Performance Metric

    4.4
    Rating, 4.4 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Peking University

    生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Markov Model, Informatics, Life Sciences, Molecular Biology, Data Mining, Algorithms, Applied Machine Learning, Data Analysis Software, Data Processing, Database Development, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    189 reviews

    Mixed · Course · 3 - 6 Months

  • U

    University of California, Davis

    Analytical Solutions to Common Healthcare Problems

    Skills you'll gain: Data Dictionary, Health Informatics, Extract, Transform, Load, Data Synthesis, Fraud detection, Analytics, Data Integration, Data Analysis, Clinical Data Management, Data Transformation, Quality Assessment, Risk Analysis, Data Quality, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    GNU Octave: Apply, Implement & Design Functions

    Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Data Management

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Líder de IA generativa (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Workflows, Google Workspace, AI Enablement, AI Orchestration, AI Product Strategy, AI Security, Agentic Workflows, Large Language Modeling, Strategic Planning, Artificial Intelligence, Unstructured Data, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
    ·
    186 reviews

    Beginner · Specialization · 3 - 6 Months

  • Y

    Yonsei University

    Applying Investment Decision Rules for Startups

    Skills you'll gain: Capital Budgeting, Financial Analysis, Cost Benefit Analysis, Return On Investment, Investment Management, Financial Modeling, Cash Flows, Project Finance, Project Estimation, Decision Making, Depreciation, Microsoft Excel

    4.6
    Rating, 4.6 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Model Deployment, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Cloud Deployment, Vision Transformer (ViT), Model Evaluation, Reinforcement Learning, Image Analysis, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Accounting for Mergers and Acquisitions: Foundations

    Skills you'll gain: Mergers & Acquisitions, Corporate Accounting, Investments, Financial Accounting, Business Valuation, Accounting, Financial Reporting, Financial Statement Analysis, Consolidation, Financial Statements

    4.7
    Rating, 4.7 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    Financial Leadership in Hospitality

    Skills you'll gain: Revenue Management, Vendor Management, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality, Hospitality Management, Cost Control, Budget Management, Performance Measurement, Budgeting, Hotel Operations, Financial Analysis, Financial Forecasting, Variance Analysis, Forecasting, Financial Management, Business Relationship Management, Finance, Leadership

    5
    Rating, 5 out of 5 stars
    ·
    25 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    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

    4.1
    Rating, 4.1 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • O

    OpenAI

    ChatGPT Foundations for Teachers

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Data Ethics, Education Software and Technology, Generative AI, Digital pedagogy, LLM Application, AI Security, AI Personalization, Canva (Software), Personally Identifiable Information, Instructional Design, Information Privacy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    525 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Node.js & MongoDB: Developing Back-end Database Applications

    Skills you'll gain: Node.JS, Restful API, Database Design, Database Application, Databases, NoSQL, MongoDB, Back-End Web Development, Performance Tuning, API Design, Cloud Applications, Authentications, Server Side, Middleware, Scalability, Application Deployment, Web Applications, Web Development, Debugging, Javascript

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Business Application of Machine Learning and Artificial Intelligence in Healthcare: Northeastern University
  • 生物信息学: 导论与方法: Peking University
  • Analytical Solutions to Common Healthcare Problems: University of California, Davis
  • GNU Octave: Apply, Implement & Design Functions: EDUCBA
  • Líder de IA generativa (Generative AI Leader): Google Cloud
  • Applying Investment Decision Rules for Startups: Yonsei University
  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • Accounting for Mergers and Acquisitions: Foundations: University of Illinois Urbana-Champaign
  • Financial Leadership in Hospitality: Starweaver
  • Business Intelligence and Visual Analytics: University of California, Irvine

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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