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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


  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Deep Learning with PyTorch : Generative Adversarial Network

    Skills you'll gain: Generative Adversarial Networks (GANs), PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    99 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Build and Test Java Applications Using TestNG

    Skills you'll gain: Java, Data Validation, Object Oriented Programming (OOP), Test Automation, Application Development, Software Testing, Test Case, Data Modeling, User Interface (UI), Business Logic, Maintainability, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: Job Ready
    Job Ready
    N

    Northeastern University

    Master of Science in Engineering Management

    Skills you'll gain: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Unsupervised Learning, Data Governance, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics, Cash Flows

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Programming Principles, Data Import/Export, Microsoft Excel, Problem Solving, Computer Programming, Spreadsheet Software, Simulations, Code Review, Algorithms, UI Components, Debugging, Data Management, User Interface (UI), File I/O, Data Cleansing, Automation, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • R

    Rice University

    Finance for Non-Finance Professionals

    Skills you'll gain: Capital Budgeting, Cash Flows, Finance, Financial Analysis, Business Valuation, Return On Investment, Financial Management, Corporate Finance, Case Studies, Investment Management, Risk Analysis, Financial Accounting, Capital Markets

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.8K reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Build a Private Equity LBO Case Study

    Skills you'll gain: Private Equity, Case Studies, Financial Modeling, Financial Statements, Investment Banking, Income Statement, Balance Sheet, Financial Analysis, Corporate Finance, Investments, Cash Flows, Return On Investment

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Build a Real-Time Chat App with Node.js

    Skills you'll gain: Event-Driven Programming, Server Side, Front-End Web Development, Computer Networking

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Fundamentos TIC para negocios: Ciberseguridad

    Skills you'll gain: Quality Management, Digital Content, Digital Advertising, Information Technology, Security Awareness, Safety and Security, Information Privacy, Cybersecurity, Cyber Attacks, Data Security, Business Technologies, Information Systems, E-Commerce, Global Marketing, Digital Transformation, Business Process, Business Strategy, Intellectual Property

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Master MariaDB: Install, Design & Manage Databases

    Skills you'll gain: Database Design, MySQL, Operational Databases, Relational Databases, SQL, PHP (Scripting Language), Database Application, Database Systems, Database Management, Databases, Database Management Systems, Back-End Web Development, Data Structures, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI in Finance

    Skills you'll gain: Risking, Digital Transformation, Fraud detection, Financial Forecasting, AI Enablement, FinTech, Responsible AI, Finance, Budget Management, Investment Management, Financial Services, Artificial Intelligence, Data-Driven Decision-Making, Budgeting, Emerging Technologies, Business Ethics, Portfolio Management, Business Transformation, Predictive Analytics, Generative AI

    Intermediate · Course · 1 - 3 Months

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

  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Deep Learning with PyTorch : Generative Adversarial Network: Coursera
  • Build and Test Java Applications Using TestNG: EDUCBA
  • Master of Science in Engineering Management: Northeastern University
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Finance for Non-Finance Professionals: Rice University
  • Machine Learning Foundations: Packt
  • Analyze and Build a Private Equity LBO Case Study: EDUCBA
  • Analyze and Build a Real-Time Chat App with Node.js: EDUCBA
  • Fundamentos TIC para negocios: Ciberseguridad: Universitat Politècnica de València

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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