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Pro Machine Learning Algorithms

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Cover of 'Pro Machine Learning Algorithms'

Table of Contents

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    Book Overview
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    Chapter 1 Basics of Machine Learning
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    Chapter 2 Linear Regression
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    Chapter 3 Logistic Regression
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    Chapter 4 Decision Tree
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    Chapter 5 Random Forest
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    Chapter 6 Gradient Boosting Machine
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    Chapter 7 Artificial Neural Network
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    Chapter 8 Word2vec
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    Chapter 9 Convolutional Neural Network
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    Chapter 10 Recurrent Neural Network
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    Chapter 11 Clustering
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    Chapter 12 Principal Component Analysis
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    Chapter 13 Recommender Systems
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    Chapter 14 Implementing Algorithms in the Cloud
Attention for Chapter 4: Decision Tree
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