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機械学習

DL [Course 4/5] Convolutional Neural Networks [Week 1/4]

Convolutional Neural Networks Computer Vision Problem Image Classification Object detection Neural Style Trans […]

カテゴリー
機械学習

DL [Course 3/5] Structuring Machine Learning Projects [Week 2/2]

Structuring Machine Learning Projects (deeplearning.ai)の受講メモ Error Analysis Carrying out error analysis if you […]

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機械学習

DL [Course 3/5] Structuring Machine Learning Projects [Week 1/2]

Structuring Machine Learning Projects (deeplearning.ai)の受講メモ Introduction to ML Strategy Why ML Strategy Motiv […]

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機械学習

DL [Course 2/5] Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization [Week 3/3]

\(\require{cancel}\) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (d […]

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機械学習

DL [Course 2/5] Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization [Week 2/3]

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (deeplearning.ai)  […]

カテゴリー
機械学習

DL [Course 2/5] Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization [Week 1/3]

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (deeplearning.ai) の受講メモ […]

カテゴリー
機械学習

Machine Learning [Week 4/11] Neural Networks: Representation

Machine Learning (Stanford University) の受講メモ 内容 Neural network forward propagation Multiple classification usi […]

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機械学習

DL [Course 1/5] Neural Networks and Deep Learning [Week 4/4]

Neural Networks and Deep Learning (deeplearning.ai) の受講メモ Week4: Deep Neural Networks Deep L-layer neural […]

カテゴリー
機械学習

Machine Learning [Week 3/11] Logistic Regression

Machine Learning (Stanford University) の受講メモ Classification and Representation Classification \(y\in\{0,1 […]

カテゴリー
機械学習

DL [Course 1/5] Neural Networks and Deep Learning [Week 3/4]

Neural Networks and Deep Learning (deeplearning.ai) の受講メモ Week3: Shallow neural networks Neural Network O […]