MLDM Monday X Taipei.py [Pandas]

ps: 時間跟地點都跟平常的不一樣喔，這個地點是 MLDM Mondy 常去的地方。

聚會地點： 政大公企中心(創立方)西樓WB05(台北市金華街187號 西樓WB05)

連絡人：

Chia-Chi (c3h3) 0988209252

Wush Wu 0973687970

Tim 0982484672

講者介紹

Hi 我是Willy學python差不多一年了，工作上主要是拿python來做web back-end和Data Analysis很高興這次有機會可以在這邊跟大家介紹pandas這個套件，有任何Python相關的問題都歡迎會後來討論哦

簡易版：

今天沒有什麼高深machine learning，而是要介紹一個python用來處理data好用的套件 :)

完整版：
While dealing with data, most of time spent prepare data!Inspired by R, pandas implements DataFrame in pandas. It's a fast structured data manipulation tools for python with nice APIs.In this talk, I'll give some introduction including:

1. ipython

Powerful interactive shell

2. numpy basic

Most of things in pandas are based on numpy

3. Series & DataFrame

Pandas' Data Structures

4. I/O tool

For easily convert csv, excel, sql, ....etc to dataframe

5. Basic Functionality

Some basic functionalities to manipulate the data

6. Advanced Functionality

Some advanced functionalities such like groupby, merge, concat, reshape

7. Missing Data

Working with missing data in Pandas

8. Plotting

Plotting with matplotlib

9. Some use cases & Demo if time permits