ShangYuChiang / IMLP347

資工訓練班第347期機器學習課程

IMLP347

資工訓練班第347期機器學習課程

Unit01 HW

File: Unit01_Crash Course on Python.ipynb
Link: https://github.com/Ting04701216/IMLP347/blob/main/Unit01_Crash%20Course%20on%20Python.ipynb.

Unit02 HW

(1) Numpy Link :
https://github.com/Ting04701216/IMLP347/blob/main/01_NumPy和陣列導向的程式設計.ipynb
(2) Pandas Link :
https://github.com/Ting04701216/IMLP347/blob/main/02_Pandas數據分析.ipynb
(3) Matplotlib Link :
https://github.com/Ting04701216/IMLP347/blob/main/03_Matplotlib資料視覺化.ipynb
(4) Seaborn Link :
https://github.com/Ting04701216/IMLP347/blob/main/04_Seaborn數據視覺化.ipynb

Unit03 HW

(1) 4_Categorical_features_實戰
https://github.com/Ting04701216/IMLP347/blob/main/4_Categorical_features_實戰.ipynb
(2) 5_Prepocessing_實戰
https://github.com/Ting04701216/IMLP347/blob/main/5_Prepocessing_實戰.ipynb
(3) 6_scikit_learn_Basic_實戰
https://github.com/Ting04701216/IMLP347/blob/main/6_scikit_learn_Basic_實戰.ipynb

Unit04 HW

(1) Linear Regression_HW.ipynb
https://github.com/Ting04701216/IMLP347/blob/main/Linear%20Regression_HW.ipynb

Unit05 HW

(1) 02_Logistic regression實戰.ipynb
https://github.com/Ting04701216/IMLP347/blob/main/02_Logistic%20regression實戰.ipynb
(2) SVM實戰.ipynb
https://github.com/Ting04701216/IMLP347/blob/main/SVM實戰.ipynb

Unit06 HW

(1) 1.3_ConfusionMatrix_實戰.ipynb
https://github.com/Ting04701216/IMLP347/blob/main/1.3_ConfusionMatrix_實戰.ipynb
(2) 2.3_Ensemble實戰.ipynb
https://github.com/Ting04701216/IMLP347/blob/main/2.3_Ensemble實戰.ipynb
(3) submissions.csv
https://github.com/Ting04701216/IMLP347/blob/main/submissions.csv
(4) kaggle截圖
https://github.com/Ting04701216/IMLP347/blob/main/截圖%202021-10-12%20下午10.41.48.png