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)