Labels

• 00 Preface

  Comments and questions for the preface
• 01 Introduction to ML

  Comments and questions for chapter 1
• 02 Modeling Process

  Comments and questions for chapter 2
• 03 Feature & Target Eng

  Comments and questions for chapter 3
• 04 Linear Regression

  Comments and questions for chapter 4
• 05 Logistic Regression

  Comments and questions for chapter 5
• 06 Regularized Regression

  Comments and questions for chapter 6
• 07 MARS

  Comments and questions for chapter 7
• 08 KNN

  Comments and questions for chapter 8
• 09 Decision Trees

  Comments and questions for chapter 9
• 10 Bagging

  Comments and questions for chapter 10
• 11 Random Forests

  Comments and questions for chapter 11
• 12 GBMs

  Comments and questions for chapter 12
• 13 Deep Learning

  Comments and questions for chapter 13
• 14 SVMs

  Comments and questions for chapter 14
• 15 Stacked Models

  Comments and questions for chapter 15
• 16 IML

  Comments and questions for chapter 16
• 17 PCA

  Comments and questions for chapter 17
• 18 GLRMs

  Comments and questions for chapter 18
• 19 Autoencoders

  Comments and questions for chapter 19
• 20 K-means Clustering

  Comments and questions for chapter 20
• 21 Hierarchical Clustering

  Comments and questions for chapter 21
• design

  Comments on fonts, layout, colors, etc.
• exercises

  Comments and questions regarding chapter exercises
• general comments

  Miscellaneous remarks that cannot be directly aligned to an individual chapter/topic
• illustrations

  Comments on plots, tables, images, and their captions
• not reproducible

  Code supplied in the book does not execute as illustrated
• question

  General questions noot aligning to another label
• references

  Missing or additional references for a topic
• typo

  Something is misspelled or could be stated differently