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Solution Manual for Data Science Using Python and R 1st Edition Larose ISBN: 9781119526810

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Solution Manual for Data Science Using Python and R, 1st Edition, Chantal D. Larose, Daniel T. Larose, ISBN: 1119526817, ISBN: 9781119526810

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Solution Manual for Data Science Using Python and R 1st Edition Larose ISBN: 9781119526810

Solution Manual for Data Science Using Python and R, 1st Edition, Chantal D. Larose, Daniel T. Larose, ISBN: 1119526817, ISBN: 9781119526810

Table of Contents

Chapter 1 Introduction to Data Science 1
Chapter 2 The Basics of Python and R 9
Chapter 3 Data Preparation 29
Chapter 4 Exploratory Data Analysis 47
Chapter 5 Preparing to Model the Data 69

Chapter 6 Decision Trees 81
Chapter 7 Model Evaluation 97
Chapter 8 Naïve Bayes Classification 113
Chapter 9 Neural Networks 129
Chapter 10 Clustering 141

Chapter 11 Regression Modeling 151
Chapter 12 Dimension Reduction 167
Chapter 13 Generalized Linear Models 187
Chapter 14 Association Rules 199