• Python_進階軟體開發專題
  • Introduction
  • week_1 課程進行方式與評分說明
    • 0 Git & GitHub Intro
    • 1 Environment Setting
    • 2 Anaconda介紹
    • 3 Spyder IDE使用
    • 4 Python Basic I
    • 5 Python Advanced I
  • week_2 網路爬蟲與資料合併
    • 1 Python Advanced II
    • 2 Markdown Intro
    • 3 Web Crawler
  • week_3 資料視覺化
    • Visualization Tools
  • week_4
    • 1 Scrape with openAPI
    • 2 Visualization Example
    • week4_task
  • week_5
    • 1 Exploratory Data Analysis
    • 2 Text Mining - TF-IDF Intro
    • 3 Text Mining - word2vec Intro
    • week5_task
  • week_6
  • week_7
    • 1 ML/DL Resources
  • week_8
  • week_9
  • week_10
  • week_11 & 12
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week_10

week_10


本週投影片

Course Links

  • Github Link

Topics List

  1. Apriori

    1. Introduction to Market Basket Analysis in Python

    2. Association Rules and the Apriori Algorithm

  2. Decision tree

    1. A Complete Tutorial on Tree Based Modeling from Scratch

    2. Decision Tree video

    3. BUILDING DECISION TREE ALGORITHM IN PYTHON WITH SCIKIT LEARN

    4. medium blog

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