andylinpersonal/csx_project_2018s

Readme about this Repo

Info

• Class: Notes for CSX 5001 in NTU
• Owner: 林永祥
• Group Member: 郭芛宏
• Latest Update: 2018-06-22

Proposal & Final Project

• Topic
  • 關於如何利用既有的91APP資料集，推估各種可能影響客群隨時間變化的因素。
• Link
  • Slides link

Project 1

• Topic:
  • Use TFIDF & data visualizatin skill to do textual analysis
• Link
  • Notebook

Project 2

• Topic:
  • 運用各種機器學習的方法，由已有的資料集預測鐵達尼號船難的存活率
• Links
  • Notebook
  • Result

Project 3

• Topic:
  • Do regression & ANOVA of the dataset
• Links:
  • Notebook

Project 4

• Topic:
  • Do Apriori analysis of 91APP data
• Links:
  • Notebook

Project 5

• Topic:
  • 用pytorch建立簡單的神經網路來預測鐵達尼號中的乘客是否存活
• Links:
  • Notebook

Week 1

• Topic
  • 使用pandas處理資料的基本練習
• Links:
  • Notebook
• TODOS and Problems
  • matplotlib中文出現亂碼
    • 已解決

Week 2

• Topic
  • 簡易爬蟲練習: 爬取淘寶手機熱銷榜
• Link
  • Notebook

Week 3

• Topic
  • Complete data visualization task
• Link
  • Notebook

Week 4

• Topic
  • Learn Facebook api, token, and how to grab information from other's fan's page.
• Link
  • Notebook

Week 5

• Topic
  • Learn basic TFIDF skill
• Link
  • Notebook