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機械学習

Machine Learning [Week 06/11] Advice for Applying Machine Learning / Machine Learning System Design

See also DL [Course 2/5] Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimizatio […]

カテゴリー
機械学習

Machine Learning [Week 05/11] Neural Networks: Learning

See also DL [Course 1/5] Neural Networks and Deep Learning [Week 1,2/4] Introduction to deep learning / Neural […]

カテゴリー
機械学習

DL [Course 5/5] Sequence Models [Week 3/3] Sequence models & Attention mechanism

Various sequence to sequence architectures Basic Models Sequence to sequence model \(x\): Jane visite l’ […]

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機械学習

DL [Course 5/5] Sequence Models [Week 2/3] Natural Language Processing & Word Embeddings

Introduction to Word Embeddings Word Representation Word representation \[V=[a,aaron,…,zulu,<UNK>] […]