## MLSJ 寒假集訓 [toc] ## TODO * Kernal and SVM * https://www.geeksforgeeks.org/implementing-svm-and-kernel-svm-with-pythons-scikit-learn/ * https://towardsdatascience.com/support-vector-machines-learning-data-science-step-by-step-f2a569d90f76 * Bias-Variance Tradeoff * https://www.kaggle.com/code/residentmario/bias-variance-tradeoff * https://www.geeksforgeeks.org/ml-bias-variance-trade-off/ * https://github.com/MicrosoftLearning/Principles-of-Machine-Learning-Python/blob/master/Module5/Bias-Variance-Trade-Off.ipynb * https://daviddalpiaz.github.io/r4sl/biasvariance-tradeoff.html * ## 第一堂 ## 第二堂 ## 第三堂 ## 第四堂 ## 實作工作坊(一) ## 實作工作坊(二) ## 實作工作坊(三) ## 實作工作坊(四) ![image](https://hackmd.io/_uploads/SkXlm3o5a.png) ![image](https://hackmd.io/_uploads/BkRxQniqa.png) ![image](https://hackmd.io/_uploads/Hy8-73jq6.png)