Table of Contents for
Machine Learning for Hackers

Version ebook / Retour

Cover image for bash Cookbook, 2nd Edition Machine Learning for Hackers by John Myles White Published by O'Reilly Media, Inc., 2012
  1. Cover
  2. O'Reilly Strata Conference
  3. Machine Learning for Hackers
  4. Preface
  5. 1. Using R
  6. 2. Data Exploration
  7. 3. Classification: Spam Filtering
  8. 4. Ranking: Priority Inbox
  9. 5. Regression: Predicting Page Views
  10. 6. Regularization: Text Regression
  11. 7. Optimization: Breaking Codes
  12. 8. PCA: Building a Market Index
  13. 9. MDS: Visually Exploring US Senator Similarity
  14. 10. kNN: Recommendation Systems
  15. 11. Analyzing Social Graphs
  16. 12. Model Comparison
  17. Works Cited
  18. Index
  19. About the Authors
  20. Colophon
  21. Copyright

Machine Learning for Hackers

Drew Conway

John Myles White

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Beijing • Cambridge • Farnham • Köln • Sebastopol • Tokyo