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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
      M

      Microsoft

      Preparing Data for Analysis with Microsoft Excel

      Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis, Power BI, Timelines, Data Literacy, Data Cleansing, Data Manipulation, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.8K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: From Concept to Data Analysis

      Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Probability, Statistics, Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.2K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science

      Skills you'll gain: Data Wrangling, Matplotlib, Predictive Modeling, Data Visualization Software, Plotly, Dashboard, Exploratory Data Analysis, Seaborn, Data Visualization, Data Manipulation, Data Import/Export, Statistical Visualization, Statistical Modeling, Web Scraping, Jupyter, Data Analysis, Statistical Reporting, Python Programming, Data Science, Machine Learning

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      59K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Data Visualization with Tableau

      Skills you'll gain: Dashboard, Proposal Development, Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Data Visualization Software, Key Performance Indicators (KPIs), Predictive Analytics, Interactive Data Visualization, Advanced Analytics, Data Analysis, Statistical Visualization, Stakeholder Engagement, Data Literacy, Exploratory Data Analysis, Data-Driven Decision-Making, Visualization (Computer Graphics), Graphic and Visual Design, Storyboarding

      4.5
      Rating, 4.5 out of 5 stars
      ·
      8.2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Process Data from Dirty to Clean

      Skills you'll gain: Data Cleansing, Data Integrity, Data Quality, Sampling (Statistics), Data Transformation, Data Validation, Data Wrangling, Data Manipulation, Data Analysis, SQL, Sample Size Determination, Exploratory Data Analysis, Spreadsheet Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      18K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Engineering Foundations

      Skills you'll gain: SQL, Web Scraping, Extract, Transform, Load, Database Design, MySQL, Relational Databases, Database Systems, Data Transformation, Big Data, IBM DB2, Stored Procedure, Databases, Data Architecture, Database Management, Data Pipelines, Data Storage Technologies, Jupyter, PostgreSQL, Data Governance, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      57K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Data Warehouse Engineer

      Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Dashboard, SQL, Data Visualization, Linux Commands, Database Administration, IBM DB2, Bash (Scripting Language), Data Pipelines, Interactive Data Visualization, Data Presentation, Apache Airflow, Database Design, MySQL, Database Management, Database Architecture and Administration, Extract, Transform, Load, Relational Databases, Big Data

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.3K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Introduction to Big Data

      Skills you'll gain: Apache Hadoop, Big Data, Data Processing, Docker (Software), Data Analysis, Distributed Computing, Data Science, Unstructured Data, Scalability

      4.6
      Rating, 4.6 out of 5 stars
      ·
      11K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Exploratory Data Analysis for the Public Sector with ggplot

      Skills you'll gain: Data Visualization, Exploratory Data Analysis, Ggplot2, Plot (Graphics), Data Presentation, Data Visualization Software, Data Storytelling, Data Analysis, Graphic and Visual Design, Technical Communication, R Programming, Box Plots, Public Administration, Histogram, Social Justice, Trend Analysis

      5
      Rating, 5 out of 5 stars
      ·
      11 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science Methodology

      Skills you'll gain: Data Science, Data Modeling, Data Cleansing, Stakeholder Engagement, Business Analysis, Data-Driven Decision-Making, Decision Tree Learning, Predictive Modeling, Business Process, Data Mining, Data Quality, Data Analysis, Application Deployment, User Feedback, Constructive Feedback

      4.6
      Rating, 4.6 out of 5 stars
      ·
      21K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Analysis and Visualization Foundations

      Skills you'll gain: Data Storytelling, Data Visualization, Dashboard, Extract, Transform, Load, Pivot Tables And Charts, Data Analysis, IBM Cognos Analytics, Data Cleansing, Excel Formulas, Statistical Analysis, Data Visualization Software, Looker (Software), Data Quality, Business Analytics, Big Data, Microsoft Excel, Data Wrangling, Data Processing, Data Mining, Exploratory Data Analysis

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      28K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Data Science in Python

      Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Manipulation, NumPy, Statistical Analysis, Data Science, Sampling (Statistics), Probability & Statistics, Unstructured Data, Statistical Hypothesis Testing, Python Programming, Data Cleansing, Data Analysis, Data Import/Export, Programming Principles

      4.5
      Rating, 4.5 out of 5 stars
      ·
      27K reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Preparing Data for Analysis with Microsoft Excel: Microsoft
    • Bayesian Statistics: From Concept to Data Analysis: University of California, Santa Cruz
    • Applied Data Science: IBM
    • Data Visualization with Tableau: University of California, Davis
    • Process Data from Dirty to Clean: Google
    • Data Engineering Foundations: IBM
    • IBM Data Warehouse Engineer: IBM
    • Introduction to Big Data: University of California San Diego
    • Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
    • Data Science Methodology: 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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