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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

      Tidyverse Skills for Data Science in R

      Skills you'll gain: Tidyverse (R Package), Ggplot2, Data Wrangling, Statistical Modeling, Exploratory Data Analysis, Plot (Graphics), R Programming, Data Import/Export, Predictive Modeling, Statistical Visualization, Data Visualization, Data Visualization Software, Statistical Hypothesis Testing, Data Analysis, Data Manipulation, Data Modeling, Web Scraping, Data Science, Data Cleansing, Data Analysis Software

      4.5
      Rating, 4.5 out of 5 stars
      ·
      107 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Machine Learning and Data Analytics Part 2

      Skills you'll gain: Text Mining, Time Series Analysis and Forecasting, Data Mining, Artificial Neural Networks, Trend Analysis, Unsupervised Learning, Regression Analysis, Unstructured Data, Forecasting, Statistical Analysis, Deep Learning, Data Analysis, Big Data, Predictive Modeling, Supervised Learning, Machine Learning, Algorithms

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      AI Strategy and Governance

      Skills you'll gain: Data Ethics, Data Governance, Personally Identifiable Information, Data Security, Governance, Business Strategy, Organizational Strategy, Business Transformation, Artificial Intelligence, Ethical Standards And Conduct, Machine Learning, Innovation, Algorithms, Decision Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      328 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Modernizing Data Lakes and Data Warehouses with GCP en Español

      Skills you'll gain: Cloud Engineering, Data Lakes, Google Cloud Platform, Data Infrastructure, Data Warehousing, Cloud Storage, Data Storage, Data Storage Technologies, Data Management, SQL, Scalability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      96 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      I

      Institut Mines-Télécom

      Data intelligence for businesses and managers

      Skills you'll gain: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Transformation, Business Analytics, Data Architecture, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Compliance Management, Big Data, Business Strategy

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Fundamentals of Data Warehousing

      Skills you'll gain: Data Warehousing, Data Architecture, Data Storage, Extract, Transform, Load, Star Schema, Cloud Storage, Data Mart, Database Design, Snowflake Schema, Query Languages, Metadata Management, Data Transformation

      3.8
      Rating, 3.8 out of 5 stars
      ·
      64 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      NumPy, Matplotlib & Pandas – Data Science Prerequisites

      Skills you'll gain: Pandas (Python Package), NumPy, Data Visualization Software, Scatter Plots, Data Manipulation, Scikit Learn (Machine Learning Library), Data Science, Statistical Methods, Data Analysis Software, Machine Learning, Probability Distribution, Classification And Regression Tree (CART), Linear Algebra

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Sciences Po

      Data and Urban Governance

      Skills you'll gain: Social Sciences, Data Governance, Political Sciences, Governance, Public Administration, Data Sharing, Policy Analysis, Big Data, Algorithms, Data Ethics, Computing Platforms, Data-Driven Decision-Making, Personally Identifiable Information, Information Privacy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      48 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Use Tableau for Your Data Science Workflow

      Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Visualization, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Tableau Software, Data Ethics, Exploratory Data Analysis, Scatter Plots, Heat Maps, Data Analysis, Descriptive Analytics, Geospatial Information and Technology, Analytical Skills, Application Deployment, Network Analysis, Financial Data, Data Integrity

      3.9
      Rating, 3.9 out of 5 stars
      ·
      30 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of California, Davis

      Hands-on Data Centric Visual AI

      Skills you'll gain: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Validation, Deep Learning, Image Analysis, Data Manipulation, Exploratory Data Analysis, Applied Machine Learning, Data Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Illinois Urbana-Champaign

      3D Data Visualization for Science Communication

      Skills you'll gain: Data Literacy, Data Storytelling, Scientific Visualization, Visualization (Computer Graphics), Data Presentation, Data Visualization Software, Spatial Data Analysis, Computer Graphics, 3D Modeling, Video Production

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Data Skills for Excel Professionals

      Skills you'll gain: Dashboard, Microsoft Excel, Pivot Tables And Charts, Star Schema, Spreadsheet Software, Data Transformation, Data Analysis Expressions (DAX), Data Storytelling, Data Analysis, Excel Formulas, Exploratory Data Analysis, Extract, Transform, Load, Data Visualization Software, Data Presentation, Data Modeling, Business Intelligence, Competitive Analysis, Data Manipulation, Data Cleansing, Data Integration

      4.8
      Rating, 4.8 out of 5 stars
      ·
      134 reviews

      Beginner · Specialization · 3 - 6 Months

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

    • Tidyverse Skills for Data Science in R: Johns Hopkins University
    • Machine Learning and Data Analytics Part 2: Northeastern University
    • AI Strategy and Governance: University of Pennsylvania
    • Modernizing Data Lakes and Data Warehouses with GCP en Español: Google Cloud
    • Data intelligence for businesses and managers: Institut Mines-Télécom
    • Fundamentals of Data Warehousing: LearnQuest
    • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
    • Data and Urban Governance: Sciences Po
    • Use Tableau for Your Data Science Workflow: University of California, Irvine
    • Hands-on Data Centric Visual AI: University of California, Davis

    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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