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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
      U

      University of Illinois Urbana-Champaign

      Data Visualization

      Skills you'll gain: Data Visualization, Dashboard, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Statistical Visualization, Data Presentation, Data Literacy, Data Mapping, Tableau Software, Graphing, Color Theory, Graph Theory

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.4K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      A Crash Course in Data Science

      Skills you'll gain: Data Literacy, Big Data, Data Science, Data-Driven Decision-Making, Data Analysis, Business Analytics, Business Intelligence, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      8.3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Foundations for Everyone

      Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, OpenAI, ChatGPT, Natural Language Processing, Process Design, Machine Learning, IBM Cloud, Business Process Automation, Self Service Technologies, Artificial Intelligence, Governance Risk Management and Compliance, Application Deployment, Automation, Large Language Modeling, Deep Learning, Technical Writing, Customer Service, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      30K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera

      Explore and Visualize Data the Python Way

      Skills you'll gain: Data Storytelling, Plotly, Exploratory Data Analysis, Interactive Data Visualization, Matplotlib, Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Descriptive Statistics, Box Plots, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Statistics for Data Science

      Skills you'll gain: Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Bayesian Statistics, Statistics, Biostatistics, Linear Algebra, Statistical Analysis, Data Science, Statistical Methods, Regression Analysis, Probability, Statistical Inference, Sampling (Statistics), Probability Distribution, Statistical Modeling, R Programming, Mathematical Modeling, Sample Size Determination

      4.4
      Rating, 4.4 out of 5 stars
      ·
      767 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Statistics with Python

      Skills you'll gain: Statistical Methods, Bayesian Statistics, Sampling (Statistics), Statistical Modeling, Statistical Inference, Regression Analysis, Descriptive Statistics, Data Visualization, Data Analysis, Exploratory Data Analysis, Histogram, Statistical Hypothesis Testing, Data Visualization Software, Statistics, Probability & Statistics, Box Plots, Jupyter, Statistical Analysis, Statistical Programming, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Back-End Development

      Skills you'll gain: Systems Development Life Cycle, Serverless Computing, Open Web Application Security Project (OWASP), Software Development Life Cycle, OpenShift, Linux Commands, GitHub, Software Architecture, MongoDB, Bash (Scripting Language), Containerization, NoSQL, Kubernetes, Git (Version Control System), Object-Relational Mapping, Flask (Web Framework), System Monitoring, Microservices, Jupyter, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      50K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Visualization and Dashboards with Excel and Cognos

      Skills you'll gain: Data Storytelling, Pivot Tables And Charts, Dashboard, IBM Cognos Analytics, Data Visualization Software, Data Visualization, Looker (Software), Histogram, Microsoft Excel, Tree Maps, Data Analysis, Analytics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Michigan

      Data Science Ethics

      Skills you'll gain: Data Ethics, Data Sharing, Information Privacy, Ethical Standards And Conduct, Data Integrity, Data Governance, Personally Identifiable Information, Research, Social Sciences, Big Data, Data Analysis, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Crash Course on Python

      Skills you'll gain: Python Programming, Programming Principles, Computer Programming, Algorithms, Data Structures, Problem Management, Debugging, Automation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      40K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Business Analysis

      Skills you'll gain: Requirements Elicitation, Business Analysis, Digital Transformation, Business Process, Analysis, Business Analytics, Business Requirements, Systems Analysis, Technology Strategies, Data Analysis Software, Gap Analysis, Business Technologies, Microsoft Excel, Stakeholder Communications

      4.7
      Rating, 4.7 out of 5 stars
      ·
      280 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Supervised Machine Learning: Regression and Classification

      Skills you'll gain: Supervised Learning, Feature Engineering, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Python Programming, NumPy, Statistical Modeling, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Data Visualization: University of Illinois Urbana-Champaign
    • A Crash Course in Data Science: Johns Hopkins University
    • AI Foundations for Everyone: IBM
    • Explore and Visualize Data the Python Way: Coursera
    • Advanced Statistics for Data Science: Johns Hopkins University
    • Statistics with Python: University of Michigan
    • IBM Back-End Development: IBM
    • Data Visualization and Dashboards with Excel and Cognos: IBM
    • Data Science Ethics: University of Michigan
    • Crash Course on Python: Google

    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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