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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2 Text Mining - TF-IDF Intro
week_5
2 Text Mining - TF-IDF Intro
TF-IDF Concept
文字探勘之前處理與TF-IDF介紹
TF-IDF in Python
scikit-learn
TF-IDF计算100份文档关键词权
TF-IDF 實際應用案例
分析約泡信,找到適合的"對手"
Machine Learning with Python: Meeting TF-IDF for Text Mining
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