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Guide to Intelligent Data Science

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Cover of 'Guide to Intelligent Data Science'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Practical Data Science: An Example
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    Chapter 3 Project Understanding
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    Chapter 4 Data Understanding
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    Chapter 5 Principles of Modeling
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    Chapter 6 Data Preparation
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    Chapter 7 Finding Patterns
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    Chapter 8 Finding Explanations
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    Chapter 9 Finding Predictors
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    Chapter 10 Deployment and Model Management
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