1 Table of Contents: “... -- Chapter 4. The Basics of Probability -- Chapter 5. Bayes' Theorem and Conditional Probability -- Chapter 6...”

2 Table of Contents: “... with NaÃv̄e Bayes -- Chapter 9: Unsupervised Learning -- Introduction -- Clustering using k-means...”

3 Table of Contents: “... -- Regular Expression Features -- Feature Selection -- Modeling -- Naïve Bayes -- Linear Models -- Decision...”

4 Table of Contents: “... Bayes; Linear Models; Deep Networks; Chapter 6. Hadoop MapReduce; Hadoop Distributed File System...”

5 Table of Contents: “...Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table...”

6 Table of Contents: “... Exploration -- Dependence and Independence -- Conditional Probability -- Bayes's Theorem -- Random Variables...”

7 “... the Map interface, using a hash table and binary search tree Build a simple web search engine with a...”

8 Table of Contents: “... Exercises; Chapter 10: Bayesian Methods; 10.1 Bayes'Theorem...”

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