> For the complete documentation index, see [llms.txt](https://datasciencetw.gitbook.io/python/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://datasciencetw.gitbook.io/python/master.md).

# Data Science with Python

## Intro

{% hint style="info" %}
此GitBook目的為提供Python初學者一條學習路徑與資源整理。
{% endhint %}

目前內容包括三部分：

* Python語言：
  * `GitHub介紹`、`Python環境架設`、`Python語法`、`Jupyter Notebook介紹`、
* 資料科學路徑：
  * `資料蒐集與爬蟲`、`資料讀取與清洗`、`資料統整與視覺化`
* Python應用：
  * `文字探勘`、`機器學習`、`深度學習`

## Topics 

| No | Topic                                     |
| -- | ----------------------------------------- |
| 1  | GitHub Intro                              |
| 2  | Environment Setup                         |
| 3  | Python Basic                              |
| 4  | Anaconda Intro                            |
| 5  | Jupyter Notebook Intro and Markdown Intro |
| 6  | Python Advanced                           |
| 7  | Web Crawler                               |
| 8  | Visualization                             |
| 9  | Exploratory Data Analysis                 |
| 10 | Text Mining                               |
| 11 | Machine Learning                          |
| 12 | Deep Learning                             |

## Contact Info 

@[kbjiyu](https://github.com/KBJIYU)   <jiyu@twcoder.com>

@[shawnroom ](https://github.com/Shawnroom)  <shawn@twcoder.com>

@[bigmoumou](https://github.com/bigmoumou)   <bigmoumou@twcoder.com>