ywchiu / tibame_tm

tibame_tm

Tibame 資料工程師- Python文字探勘學程

課程環境(雲端)

• http://colab.research.google.com/

課程環境(本機端)

• https://www.anaconda.com/products/individual

課程內容

L1. 撰寫網路爬蟲搜集商品評論

• https://github.com/ywchiu/tibame_tm/blob/master/L1_撰寫網路爬蟲搜集商品評論.ipynb

L2. 文字資料處理

• https://github.com/ywchiu/tibame_tm/blob/master/L2_文字資料處理.ipynb

L3. 建立詞頻矩陣

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200722.ipynb

L4. 文章相似度計算

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200729.ipynb

L5. 機器學習

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200805.ipynb

L6. 運用貝式分類法分類文字

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200812.ipynb

L7. 建立情緒分類模型分析消費者評論(機器學習)

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200819.ipynb

L8. 運用詞向量分類文字(深度學習)

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200826.ipynb

L9. 文字探勘與深度學習方法

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200902.ipynb

L10. 評比各種分類模型

• https://github.com/ywchiu/tibame_tm/blob/master/Demo20200909.ipynb

課程筆記

作業

L1. 撰寫網路爬蟲搜集商品評論

• https://github.com/ywchiu/tibame_tm/blob/master/Homework1.ipynb

L2. 文字資料處理

• https://github.com/ywchiu/tibame_tm/blob/master/Homework2.ipynb

L3. 建立詞頻矩陣

• https://github.com/ywchiu/tibame_tm/blob/master/Homework3.ipynb

L4. 文章相似度計算

• https://github.com/ywchiu/tibame_tm/blob/master/Homework4.ipynb

L5. 機器學習

• https://github.com/ywchiu/tibame_tm/blob/master/Homework5.ipynb

L6. 運用貝式分類法分類文字

• https://github.com/ywchiu/tibame_tm/blob/master/Homework6.ipynb

L7. 建立情緒分類模型分析消費者評論(機器學習)

• https://github.com/ywchiu/tibame_tm/blob/master/Homework7.ipynb

L8. 運用詞向量分類文字(深度學習)

• https://github.com/ywchiu/tibame_tm/blob/master/Homework8.ipynb

L9. 文字探勘與深度學習方法

• https://github.com/ywchiu/tibame_tm/blob/master/Homework9.ipynb

L10. 評比各種分類模型

• https://github.com/ywchiu/tibame_tm/blob/master/Homework10.ipynb

參考資源

網路爬蟲

• https://www.largitdata.com/course_list/1

Selenium

• https://www.largitdata.com/course_list/15