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: <ul> <li style="text-align: left;"> Pre-Placement Scores With Classes (CSV) </li> <li style="text-align: left;"> Pre-Placement Scores Without Classes (CSV) </li> </ul>

  • Logistic Regression: <ul> <li style="text-align: left;"> Prevention Program Data (CSV)

  • </ul> </li>

  • Naive Bayes Classifier: <ul> <li style="text-align: left;"> Marketing Data (CSV) </li> </ul> </li>