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Data Science Book

This is the homepage of the Data Science in Higher Education book. Here you’ll find the datasets for each of the chapters that involve a different machine learning method, and (possibly) updates/errata as needed.

Datasets:

  • Multiple Linear Regression:
    • Pre-Placement Scores With Classes (CSV)
    • Pre-Placement Scores Without Classes (CSV)
  • Logistic Regression:
    • Prevention Program Data (CSV)
  • Naive Bayes Classifier:
    • Marketing Data (CSV)