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The Data Science Design Manual

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Cover of 'The Data Science Design Manual'

Table of Contents

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    Book Overview
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    Chapter 1 What is Data Science?
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    Chapter 2 Mathematical Preliminaries
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    Chapter 3 Data Munging
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    Chapter 4 Scores and Rankings
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    Chapter 5 Statistical Analysis
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    Chapter 6 Visualizing Data
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    Chapter 7 Mathematical Models
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    Chapter 8 Linear Algebra
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    Chapter 9 Linear and Logistic Regression
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    Chapter 10 Distance and Network Methods
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    Chapter 11 Machine Learning
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    Chapter 12 Big Data: Achieving Scale
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    Chapter 13 Coda
Attention for Chapter 3: Data Munging
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