Résumé de section

  • Weeks 13 and 14 are about data mining, presented in Chapter 9 of the course notes.

    At the end of the week, you should be able to:

    • distinguish the main categories of learning methods and their field of application
    • understand simple unsupervised (segmentation) and supervised (classification and regression) learning algorithms
    • know how to apply these methods and interpret the results
    • measure method performance and understand the risks of over-fitting