Python 機器學習實戰 課程內容 Demo20231211 https://colab.research.google.com/drive/1gfObCmRBKp0DndIjVcKo2efXlv_vnHMC?usp=sharing Demo20231215 https://colab.research.google.com/drive/1L7zQYWJ88Jh42oCDnKEsF6lscLBHeNqn?usp=sharing Demo20231220 https://colab.research.google.com/drive/1CHIIaqvd3p8brb3YObN71qlwYU1-KFhB?usp=sharing Demo20231222 https://colab.research.google.com/drive/1m_wa7GngtTkLdkk3Gw6PrYks2lsfiH15?usp=sharing 迴歸分析 https://colab.research.google.com/github/ywchiu/cathay_ml/blob/main/code/regression_tutorial.ipynb 分類模型 https://colab.research.google.com/github/ywchiu/cathay_ml/blob/main/code/classification_tutorial.ipynb 評估模型 https://colab.research.google.com/github/ywchiu/cathay_ml/blob/main/code/evaluation_tutorial.ipynb 分群與進階機器學習 https://colab.research.google.com/github/ywchiu/cathay_ml/blob/main/code/advanced_ml_and_clustering.ipynb 課前須知 Colab https://colab.research.google.com/ Tableau Public https://public.tableau.com/s/download Python 簡介 Python 101 程式碼 https://github.com/ywchiu/pyfintech/blob/master/Python101.ipynb