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Pro Machine Learning Algorithms : A Hands-On Approach to Implementing Algorithms in Python and R Paperback – 1 January 2018

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  • Publisher ‏ : ‎ APRESS; 1st edition (1 January 2018)
  • Language ‏ : ‎ English
  • Paperback ‏ : ‎ 396 pages
  • ISBN-10 ‏ : ‎ 1484245652
  • ISBN-13 ‏ : ‎ 978-1484245651
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Chapter 1: Basics of Machine Learning.- Chapter 2: Linear regression .- Chapter 3: Logistic regression.- Chapter 4: Decision tree.- Chapter 5: Random forest.- Chapter 6: GBM.- Chapter 7: Neural network.- Chapter 8: word2vec.- Chapter 9: Convolutional neural network.- Chapter 10: Recurrent Neural Network.- Chapter 11: Clustering.- Chapter 12: PCA.- Chapter

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