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)