Apprentissage profond

Topic outline

• General

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    Annonces Forum

• Chapter 1 - Logistic regression
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    Chapter 1 File
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    Chapter 1 - with annotations File
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    Python Basics with Numpy File
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    Logistic Regression as a Neural Network File

• Chapter 2 - Shallow Neural Networks
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    Chapter 2 File
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    Chapter 2 - with annotations File
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    Planar data classification with one hidden layer File

• Chapter 3 - Deep Neural Networks
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    Chapter 3 File
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    Building your Deep Neural Network - Step by Step File
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    Deep Neural Network Application Image Classification File

• Chapter 4 - Practical Aspects of Deep Learning
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    Chapter 4 File
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    Initialization File
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    Gradient Checking File
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    Regularization File