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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
      J

      Johns Hopkins University

      Regression Models

      Skills you'll gain: Regression Analysis, Data Science, Statistical Modeling, Statistical Analysis, Data Analysis, Predictive Modeling, Statistical Methods, Supervised Learning, Mathematical Modeling, Statistical Inference

      4.4
      Rating, 4.4 out of 5 stars
      ·
      3.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • 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
      ·
      830 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM AI Developer

      Skills you'll gain: Prompt Engineering, Systems Development Life Cycle, Generative AI, Software Development Life Cycle, Software Architecture, ChatGPT, Web Development Tools, Responsive Web Design, Software Engineering, Software Design, Large Language Modeling, Flask (Web Framework), Generative AI Agents, 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
      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
      ·
      167 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: 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
      Status: AI skills
      AI skills
      G

      Google

      Google Digital Marketing & E-commerce

      Skills you'll gain: Email Marketing, Social Media Marketing, Marketing Analytics, Search Engine Marketing, Social Media Strategy, Media Planning, Data Storytelling, Google Ads, Marketing Effectiveness, Social Media Campaigns, Search Engine Optimization, Loyalty Programs, E-Commerce, Online Advertising, Marketing, Marketing Channel, Customer Retention, Campaign Management, Interviewing Skills, Applicant Tracking Systems

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      42K reviews

      Beginner · Professional Certificate · 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, Cloud Computing Architecture, Competitive Analysis, Data Visualization Software, Data Analysis, Generative AI Agents, Cloud Computing, Cloud Security, Data Integrity, Strategic Thinking, Statistical Analysis, Cloud Services, Cloud Infrastructure, Business Strategy, Generative AI, 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
      I

      IBM

      Key Technologies for Business

      Skills you'll gain: Data Literacy, Cloud Computing Architecture, Generative AI Agents, Cloud Computing, Cloud Security, Cloud Services, Cloud Infrastructure, Cloud Platforms, Data Mining, Cloud Solutions, Generative AI, Public Cloud, Cloud Storage, OpenAI, Data Analysis, Data Science, Data-Driven Decision-Making, ChatGPT, Natural Language Processing, 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 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, Accounting, Financial Forecasting, Performance Analysis, Financial Statements, Organizational Strategy, Cost Accounting, Financial Management, Equities, Key Performance Indicators (KPIs), Corporate Finance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      437 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Introduction to Data Analytics

      Skills you'll gain: Business Metrics, Data Storytelling, Key Performance Indicators (KPIs), Data Visualization, Data Cleansing, Analytics, Data Analysis, Data Modeling, Data Quality, Business Analysis, Exploratory Data Analysis, Data Manipulation, Data-Driven Decision-Making, Generative AI, Data Management, Data Collection, Marketing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      925 reviews

      Beginner · Course · 1 - 3 Months

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

    • Regression Models: Johns Hopkins University
    • Business Analysis Fundamentals: Microsoft
    • IBM AI Developer: IBM
    • Microsoft Excel: Microsoft
    • R Programming: Johns Hopkins University
    • Machine Learning: DeepLearning.AI
    • AI For Everyone: DeepLearning.AI
    • Google Digital Marketing & E-commerce: Google
    • IBM & Darden Digital Strategy: University of Virginia Darden School Foundation
    • Key Technologies for Business: IBM

    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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