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title: 學習資源

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# 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