Data Understanding, Data Analysis, Data Science (Course Notes)

  Data Understanding, Data Analysis, Data Science

   Volume 3: Spotlight on Machine Learning


     Data Understanding, Data Analysis, Data Science

      468 pages | July 2024 | Quadrangle
      Preface | Contents | Index | Back Cover | Datasets

      DUDADS Volumes: [1 | 2 | 3 | 4 | 5 | PDV]

      Idlewyld Analytics and Consulting Services    Data Action Lab 		Chapter 19: Introduction to Machine Learning (80 pages)
      P. Boily
Chapter 20: Regression and Value Estimation (100 pages)
      P. Boily
Chapter 21: Focus on Classification and Supervised Learning (112 pages)
      P. Boily (with contributions from O. Leduc and S. Hagiwara)
Chapter 22: Focus on Clustering (94 pages)
      J. Schellinck and P. Boily (with contributions from A. Maheshwari)
Chapter 23: Feature Selection and Dimension Reduction (66 pages)
      P. Boily (with contributions from O. Leduc, A. Macfie, A. Maheshwari, and M. Pelletier)