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Python Data Analytics

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Cover of 'Python Data Analytics'

Table of Contents

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    Book Overview
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    Chapter 1 An Introduction to Data Analysis
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    Chapter 2 Introduction to the Python’s World
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    Chapter 3 The NumPy Library
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    Chapter 4 The pandas Library—An Introduction
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    Chapter 5 pandas: Reading and Writing Data
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    Chapter 6 pandas in Depth: Data Manipulation
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    Chapter 7 Data Visualization with matplotlib
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    Chapter 8 Machine Learning with scikit-learn
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    Chapter 9 An Example—Meteorological Data
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    Chapter 10 Embedding the JavaScript D3 Library in IPython Notebook
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    Chapter 11 Recognizing Handwritten Digits
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    Chapter 12 Writing Mathematical Expressions with LaTeX
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    Chapter 13 Open Data Sources
Attention for Chapter 13: Open Data Sources
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