Chapter 9 Neural Network Learning-Machine Learning Teacher's Writing-Professor Stanford Professor Wu Enda

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Chapter 9 Neural Network Learning

9.1 Cost function
9.2 Back propagation algorithm
9.3 Intuitive understanding of back propagation
9.4 Usage Note: Expand parameters
9.5 Gradient detection
9.6 Random initialization
9.7 Get together
9.8 Back propagation example: autonomous driving

9.1 Cost function

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9.2 Back propagation algorithm

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9.3 Intuitive understanding of back propagation

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9.4 Usage Note: Expand parameters

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9.5 Gradient detection

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9.6 Random initialization

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9.7 Get together

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9.8 Back propagation example: autonomous driving

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Chapter 9 Neural Network Learning-Machine Learning Teacher's Writing-Professor Stanford Professor Wu Enda

Chapter VII Regularization-Machine Learning Teacher's Writing-Professor Stanford Wu Enda

Chapter 1 Introduction-Machine Learning Teacher's Writing-Professor Stanford Wu Enda

Chapter Eleven Machine Learning System Design-Machine Learning Teacher Writing-Professor Stanford Wu Enda

Chapter 10 Recommendations for Using Machine Learning-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter 6 Logistic Regression-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

Chapter Sixteen Recommendation System-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

Chapter 4 Multivariate Linear Regression-Machine Learning Teacher's Book-Professor Stanford Wu Enda

Chapter Fifteen Anomaly Detection-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter Thirteen-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter Twelve Support Vector Machines-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter Fourteenth Dimensional Reduction Operation-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter 2 Univariate Linear Regression-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

Chapter Eleven Machine Learning System Design-Machine Learning Teacher Writing-Professor Stanford Wu Enda

3.10 Deep Learning Framework-Deep Learning Second Lesson "Improving Deep Neural Networks"-Professor Stanford Wu Enda

1.2 Orthogonalization-The third lesson of deep learning "Structured Machine Learning Project"-Professor Stanford Wu Enda

0.0 Table of Contents-The Third Lesson of Deep Learning "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.5 Training / Development / Testing Partition-Deep Learning Lesson 3 "Structured Machine Learning Project" -Professor Stanford Wu Enda

1.1 Why ML strategy is needed-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.4 Satisfying and optimizing indicators-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.6 The size of the development set and test set-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.10 Understanding Human Performance-The Third Course of Deep Learning "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.9 Errors can be avoided-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.8 Why is human performance-Deep Learning Lesson 3 "Structured Machine Learning Project" -Professor Stanford Wu Enda

3.3 Practical training of hyperparameters: Pandas vs. Caviar-Deep Learning Lesson 2 "Improving Deep Neural Networks"-Professor Stanford Wu Enda

Capítulo 17 Em grande escala Machine Learning-Machine Learning Teacher Writing Board-Professor Stanford Wu Enda

Chapitre dix-huit exemples d'application: Photo OCR-Machine Learning Teacher Writing-Professor Stanford Wu Enda

Capítulo dezoito Exemplos de aplicação: Photo OCR-Machine Learning Teacher Writing-Professor Stanford Wu Enda

Chapitre douze Support Vector Machines-Machine Learning Machine Writing-Professor Stanford Wu Enda

Chapitre 10 Recommandations pour l'utilisation du Machine Learning-Machine Learning Teacher Chalkboard-Professor Stanford Wu Enda

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