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  • Data Science with Python
  • 1 GitHub Intro
  • 2 Environment Setup
  • 3 Python Basic
  • 4 Anaconda Intro
  • 5 Jupyter Notebook Intro and Markdown Intro
  • 6 Python Advanced
  • 7 Web Crawler
  • 8 Visualization
  • 9 Exploratory Data Analysis
  • 10 Text Mining
  • 11 Machine Learning
  • 12 Deep Learning
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  • Text Mining - TF-IDF Intro
  • Text Mining - word2vec Intro(Extended)
  • Strongly Recommended!!

10 Text Mining

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Last updated 6 years ago

Text Mining - TF-IDF Intro

  • TF-IDF Concept

  • TF-IDF in Python

  • TF-IDF 實際應用案例

Text Mining - word2vec Intro(Extended)

  • Word2vec Concept

  • Word2vec in Python

  • Word2vec 實際應用案例

Strongly Recommended!!

if you are interested in NLP, please learn with

文字探勘之前處理與TF-IDF介紹
scikit-learn
TF-IDF计算100份文档关键词权
分析約泡信，找到適合的"對手"
Machine Learning with Python: Meeting TF-IDF for Text Mining
wevi: word embedding visual inspector
科技大擂台-詞向量介紹
白話Word2Vec
Gensim
以 gensim 訓練中文詞向量
餐廳推薦系統 (by 食記)
Stanford CS224n: Natural Language Processing with Deep Learning
Natural Language Processing with Python[ A book about NLP with nltk package]