# 第二门课 改善深层神经网络：超参数调试、正则化以及优化(Improving Deep Neural Networks:Hyperparameter tuning, Regularization and

- [第一周：深度学习的实用层面(Practical aspects of Deep Learning)](https://baozoulin.gitbook.io/dl-ai-special-notebook/course2/di-yi-zhou-shen-du-xue-xi-de-shi-yong-ceng-mian-practicalaspectsofdeeplearningcourse2.md)
- [第二周：优化算法 (Optimization algorithms)](https://baozoulin.gitbook.io/dl-ai-special-notebook/course2/di-er-zhou-you-hua-suan-fa-optimizationalgorithmscourse2.md)
- [第 三 周 超 参 数 调 试 、 Batch 正 则 化 和 程 序 框 架 （Hyperparameter tuning）](https://baozoulin.gitbook.io/dl-ai-special-notebook/course2/di-san-zhou-chao-can-shu-tiao-shi-batch-zheng-ze-hua-he-cheng-xu-kuang-jia-hyperparametertuningcours.md)


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