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Deep Learning Specialization (Coursera) 自習記録 (目次)

Last updated at Posted at 2020-05-08

はじめに

CourseraMachine Learning を受講しました。次のステップとして Deep Larning Specialization (ディープラーニング専門講座) を勉強しようと思ったのですが,これにはお金がかかります (コストパフォーマンスを考えたら,決して高くはないですが)。

ですが,聴講だけなら無料なので,[YouTube で公開されている Deeplearning.ai の動画] (https://www.youtube.com/channel/UCcIXc5mJsHVYTZR1maL5l9w/)を使って自習することにしました。ここには,自分の備忘と他の方の参考のために,各動画の内容をまとめていきます。

Course 1 : Neural Network and Deep Learning

Course 2 : Improving Deep Neural Network ; Hyperparameter tuning, Regularization and Optimization

Course 3 : Structuring Your Machine Learning Project

Course 4 : Convolutional Neural Network (CNN)

Course 5 : Natural Language Processing ; Build Sequence Model

参考

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