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Friday, October 30, 2015

Machine Learning with R

My effort on machine learning with R is now available.

The book is available on amazon.com and packtpub.com.  A preview is also available on scribd.com at this link:

https://www.scribd.com/book/287699993/Mastering-Machine-Learning-with-R


6 comments:

  1. A link for buying the book would help :)

    ReplyDelete
  2. Yep. You should provide at least table of content and link to buy the book

    ReplyDelete
  3. Replies
    1. ToC:
      Preface - ML background and caveats
      1 - ML process
      2 - Linear Regression
      3 - Logistic Regression and Discriminant Analysis
      4 - Advanced Feature Selection
      5 - SVM and KNN
      6 - Trees, boosting, bagging etc.
      7 - Neural Net and Deep Learning
      8 - Cluster Analysis
      9 - PCA
      10 - Market Basket Analysis and Recommendation Engines
      11 - Time Series and Causality
      12 - Text-Mining
      Appx - Using R

      Hope that helps!

      Cory

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