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Introduction to Data Science

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Cover of 'Introduction to Data Science'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Data Science
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    Chapter 2 Toolboxes for Data Scientists
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    Chapter 3 Descriptive Statistics
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    Chapter 4 Statistical Inference
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    Chapter 5 Supervised Learning
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    Chapter 6 Regression Analysis
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    Chapter 7 Unsupervised Learning
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    Chapter 8 Network Analysis
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    Chapter 9 Recommender Systems
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    Chapter 10 Statistical Natural Language Processing for Sentiment Analysis
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    Chapter 11 Parallel Computing
Attention for Chapter 8: Network Analysis
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