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Data Analytics 101 Introduction to Data Analytics
  • Schedule & Readings
  • Assignments & Grading
  • Course Policies
  • Ground Rules
  • Slides

    Slides and Resources

    Resources

    How to Explain in DA101
    Working with Text Data

    Slideshows

    Foundations

    What Is Data?
    Metadata and the Data Analysis Cycle
    R Basics
    Debugging
    Ethics, Bias, and Diversity

    Descriptive Analytics

    Data Wrangling
    Visualizing Data
    Exploratory Data Analysis
    Hypothesis Testing
    Resampling

    Predictive Analytics

    Regression
    Multiple Regression

    Special Topics

    Network Analysis
    Mapping and Spatial Data

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