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    • Exploratory Data Analysis

    Exploratory Data Analysis Courses Online

    Learn exploratory data analysis (EDA) for uncovering patterns and insights. Understand data visualization, summary statistics, and hypothesis testing.

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    Explore the Exploratory Data Analysis Course Catalog

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Mathematics for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Business Analysis Fundamentals

      Skills you'll gain: Stakeholder Management, Business Analysis, Project Management, Generative AI, Analysis, Problem Management, Requirements Elicitation, Risk Management, ChatGPT, Business Process Improvement

      4.7
      Rating, 4.7 out of 5 stars
      ·
      827 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM AI Developer

      Skills you'll gain: Prompt Engineering, Generative AI, Software Development Life Cycle, Software Architecture, ChatGPT, Web Development Tools, Flask (Web Framework), Responsive Web Design, Generative AI Agents, Software Engineering, Software Design, Large Language Modeling, Web Applications, Software Development Methodologies, Software Design Patterns, Jupyter, Professional Networking, Python Programming, Machine Learning, Data Science

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      R Programming

      Skills you'll gain: R Programming, Software Installation, Statistical Programming, Programming Principles, Performance Tuning, Simulations, Debugging, Scripting, Data Manipulation, Statistical Analysis, Data Analysis, Data Structures

      4.5
      Rating, 4.5 out of 5 stars
      ·
      22K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D
      S

      Multiple educators

      Machine Learning

      Skills you'll gain: Unsupervised Learning, Machine Learning, Anomaly Detection, Reinforcement Learning, Supervised Learning, Feature Engineering, Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Python Programming, NumPy, Artificial Neural Networks

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      35K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Excel

      Skills you'll gain: Excel Macros, Data Visualization Software, Pivot Tables And Charts, Data Presentation, Excel Formulas, Microsoft Excel, Dashboard, Microsoft Copilot, Statistical Methods, Data Cleansing, Statistical Analysis, Spreadsheet Software, Data Storytelling, Prompt Engineering, Data Transformation, Data Visualization, Data Processing, Data Manipulation, Data Analysis Expressions (DAX), Visual Basic (Programming Language)

      4.2
      Rating, 4.2 out of 5 stars
      ·
      166 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      AI For Everyone

      Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Technology Strategies, Business Intelligence, Data Ethics, Business Ethics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      49K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Key Technologies for Business

      Skills you'll gain: Generative AI Agents, Data Literacy, Cloud Computing Architecture, Generative AI, Cloud Computing, Cloud Security, Cloud Services, Cloud Infrastructure, Data Mining, Public Cloud, Cloud Storage, Data Analysis, Data Science, OpenAI, Serverless Computing, Cloud-Native Computing, Data-Driven Decision-Making, ChatGPT, Business Process Automation, Business

      4.7
      Rating, 4.7 out of 5 stars
      ·
      103K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia Darden School Foundation

      IBM & Darden Digital Strategy

      Skills you'll gain: Data Storytelling, Data Visualization, Extract, Transform, Load, Digital Transformation, Generative AI Agents, Cloud Computing Architecture, Competitive Analysis, Generative AI, Data Analysis, Cloud Computing, Cloud Security, Data Integrity, Strategic Thinking, Statistical Analysis, Cloud Services, Cloud Infrastructure, Business Strategy, Business Transformation, Product Lifecycle Management, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      47K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Financial Analysis - Skills for Success

      Skills you'll gain: Financial Statement Analysis, Performance Measurement, Financial Analysis, Variance Analysis, Management Accounting, Finance, Return On Investment, Income Statement, Budgeting, Balance Sheet, Financial Management, Accounting, Financial Forecasting, Performance Analysis, Financial Modeling, Financial Statements, Organizational Strategy, Cost Accounting, Equities, Key Performance Indicators (KPIs)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      437 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations of Project Management

      Skills you'll gain: Project Management Life Cycle, Project Management, Organizational Change, Change Management, Project Scoping, Leadership and Management, Organizational Structure, Project Planning, Project Closure, Agile Methodology, Waterfall Methodology, Communication Planning, Strategic Thinking, Decision Making

      4.9
      Rating, 4.9 out of 5 stars
      ·
      97K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Interactive Brokers

      Fundamentals of Equities

      Skills you'll gain: Financial Statement Analysis, Financial Analysis, Equities, Income Statement, Investments, Balance Sheet, Financial Modeling, Securities Trading, Financial Market, Cash Flows, Business Economics, Portfolio Management

      4.3
      Rating, 4.3 out of 5 stars
      ·
      389 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Mathematics for Machine Learning and Data Science: DeepLearning.AI
    • Business Analysis Fundamentals: Microsoft
    • IBM AI Developer: IBM
    • R Programming: Johns Hopkins University
    • Machine Learning: DeepLearning.AI
    • Microsoft Excel: Microsoft
    • AI For Everyone: DeepLearning.AI
    • Key Technologies for Business: IBM
    • IBM & Darden Digital Strategy: University of Virginia Darden School Foundation
    • Financial Analysis - Skills for Success: University of Illinois Urbana-Champaign

    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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