/Introduction_to_Pandas

Introduction to Pandas - using IPython notebook. / Pandas 入門介紹 教學講義。

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Pandas 入門介紹

Taichung.py
2016/3/12
Wei Lin
Wei1234c@gmail.com

Books:

Python for Data Analysis

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Videos:

Data analysis in Python with pandas - Wes McKinney (Pandas之父)
Analyzing data with Pandas - PyCon SE 2015
Pandas From The Ground Up - PyCon 2015 / Brandon’s Pandas Tutorial
Hands-on Data Analysis with Python - PyCon 2015

Documentation:

pandas documentation — API Reference

About Me

  • Wei Lin : Wei1234c@gmail.com
  • A planner in private enterprises
  • Started learning Python in 2015
  • Interested in Data-Science and A.I.

About this talk

  1. Pandas - main classes and structure
  2. Pandas - I/O tools
  3. Pandas - ETL tools
  4. Pandas - plotting
  5. Pandas - GroupBy

Design of this talk

  1. Theory and Practice
  2. Learning a language
  3. What if ...