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文档个数：25个文档
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文档列表

2 - Deep Models with MxNet and TensorFlow/Mini Project - CIFAR Classification.mp4 57.7 MB
5 - Hyperparameter Tuning/Mini Project -Music Synthesis.mp4 42.6 MB
3 - Improving Deep Neural Networks/Mini Project – SIGNS Dataset.mp4 39.4 MB
4 - Optimization Algorithms/Mini Project - Language Modeling.mp4 37.0 MB
5 - Hyperparameter Tuning/Hyperparameters.mp4 32.7 MB
4 - Optimization Algorithms/Understanding Stochastic Gradient Descent.mp4 27.0 MB
2 - Deep Models with MxNet and TensorFlow/Working with MxNet and Gluon.mp4 24.9 MB
2 - Deep Models with MxNet and TensorFlow/Defining and Training Neural Networks in MxNet_Gluon.mp4 24.5 MB
1 - Getting Started with Deep Learning/Convolutional Neural Network Handwriting Recognition.mp4 24.1 MB
1 - Getting Started with Deep Learning/Fundamentals of Neural Networks.mp4 21.0 MB
2 - Deep Models with MxNet and TensorFlow/Defining and Training Neural Networks in Keras_TensorFlow.mp4 19.3 MB
3 - Improving Deep Neural Networks/Weight Initialization for Deep Networks.mp4 19.3 MB
5 - Hyperparameter Tuning/Tuning Hyperparameters - Random Search.mp4 19.2 MB
5 - Hyperparameter Tuning/Tuning Hyperparameters - Grid Search.mp4 18.0 MB
4 - Optimization Algorithms/Adaptive Learning Algorithms - RMSProp and Adam.mp4 17.6 MB
2 - Deep Models with MxNet and TensorFlow/Working with TensorFlow and Keras.mp4 17.3 MB
3 - Improving Deep Neural Networks/Normalizing and Vanishing_Exploding Gradients.mp4 16.0 MB
3 - Improving Deep Neural Networks/Regularization and Dropout.mp4 13.9 MB
1 - Getting Started with Deep Learning/Logistic Regression with a Neural Network Mindset.mp4 12.2 MB
1 - Getting Started with Deep Learning/Using Forward Propagation, Backprop, and SGD.mp4 11.5 MB
1 - Getting Started with Deep Learning/Training Deep Neural Networks.mp4 7.7 MB
2 - Deep Models with MxNet and TensorFlow/Comparing the Two Frameworks.mp4 4.8 MB
9781788993883_Code.zip 2.4 MB
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