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Introduction

Part I. Introduction

1. Introduction to Data Science
2. Jupyter Notebook Environment

Part II. Python Basics

3. Python Basics
- 3.1. Python Basics
- 3.2. Python Lab - Questions
4. Python Data Collections
5. Control Structures

Part III. Working with Data

6. NumPy Arrays
- 6.1. Arrays Basics
- 6.2. Array Computation
7. Pandas

Part IV. Data Visualization

8. Introduction to Visualization
- 8.1. Pandas Built-in Data Visualization
- 8.2. Matplotlib Overview

Appendices

9. Bibliography

Repository
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Index

By Tsangyao Chen

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