# 學習資源 * Fast.ai 課程筆記: Dogs VS. Cats 實踐 https://www.twblogs.net/a/5b877a272b71775d1cd75ee4 * PyTorch 中文手册 https://pytorchbook.cn/chapter4/4.3-fastai/ * fastai官方教程中文版 https://fastai.woshicver.com/ * 李宏毅教授的機器學習 / 深度學習課程 http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML19.html https://github.com/datawhalechina/leeml-notes * ConvNetJS---Deep Learning in your browser https://cs.stanford.edu/people/karpathy/convnetjs/ * 模型優化 - 剪枝 Pruning https://ithelp.ithome.com.tw/articles/10268124 * 模型優化 - 訓練後量化 Post Training Quantization https://ithelp.ithome.com.tw/articles/10267328 * 模型優化 - 知識蒸餾 Knowledge Distillation https://ithelp.ithome.com.tw/articles/10268783 * 可解釋的 AI - Explain AI (XAI) https://ithelp.ithome.com.tw/articles/10270902 * 負責任的 AI - Responsible AI (RAI) https://ithelp.ithome.com.tw/articles/10270241 * 綜合整理 MLOps Level 0 ~ 2 https://ithelp.ithome.com.tw/articles/10274317