LearnPython
  • Data Science with Python
  • 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
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  • Topics
  • Contact Info

Data Science with Python

Resources collection for learning python.

Intro

此GitBook目的為提供Python初學者一條學習路徑與資源整理。

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

Next1 GitHub Intro

Last updated 6 years ago

@ jiyu@twcoder.com

@ shawn@twcoder.com

@ bigmoumou@twcoder.com

kbjiyu
shawnroom
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