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Applying Predictive Analytics

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Cover of 'Applying Predictive Analytics'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Predictive Analytics
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    Chapter 2 Know Your Data: Data Preparation
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    Chapter 3 What Do Descriptive Statistics Tell Us
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    Chapter 4 Predictive Models Using Regression
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    Chapter 5 The Second of the Big 3: Decision Trees
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    Chapter 6 The Third of the Big 3: Neural Networks
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    Chapter 7 Model Comparisons and Scoring
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    Chapter 8 Finding Associations in Data Through Cluster Analysis
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    Chapter 9 Text Analytics: Using Qualitative Data to Support Quantitative Results
Attention for Chapter 4: Predictive Models Using Regression
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