[CourseClub.NET] Packtpub - Deep Learning for Python Developers

• [CourseClub.NET] Packtpub - Deep Learning for Python Developers
• 1 - Getting Started with Deep Learning/Convolutional Neural Network Handwriting Recognition.mp4 22.9 MB
• 1 - Getting Started with Deep Learning/Fundamentals of Neural Networks.mp4 20 MB
• 1 - Getting Started with Deep Learning/Logistic Regression with a Neural Network Mindset.mp4 11.6 MB
• 1 - Getting Started with Deep Learning/Training Deep Neural Networks.mp4 7.4 MB
• 1 - Getting Started with Deep Learning/Using Forward Propagation, Backprop, and SGD.mp4 10.9 MB
• 2 - Deep Models with MxNet and TensorFlow/Comparing the Two Frameworks.mp4 4.6 MB
• 2 - Deep Models with MxNet and TensorFlow/Defining and Training Neural Networks in Keras_TensorFlow.mp4 18.4 MB
• 2 - Deep Models with MxNet and TensorFlow/Defining and Training Neural Networks in MxNet_Gluon.mp4 23.4 MB
• 2 - Deep Models with MxNet and TensorFlow/Mini Project - CIFAR Classification.mp4 55 MB
• 2 - Deep Models with MxNet and TensorFlow/Working with MxNet and Gluon.mp4 23.7 MB
• 2 - Deep Models with MxNet and TensorFlow/Working with TensorFlow and Keras.mp4 16.5 MB
• 3 - Improving Deep Neural Networks/Mini Project – SIGNS Dataset.mp4 37.6 MB
• 3 - Improving Deep Neural Networks/Normalizing and Vanishing_Exploding Gradients.mp4 15.3 MB
• 3 - Improving Deep Neural Networks/Regularization and Dropout.mp4 13.3 MB
• 3 - Improving Deep Neural Networks/Weight Initialization for Deep Networks.mp4 18.4 MB
• 4 - Optimization Algorithms/Adaptive Learning Algorithms - RMSProp and Adam.mp4 16.7 MB
• 4 - Optimization Algorithms/Mini Project - Language Modeling.mp4 35.3 MB
• 4 - Optimization Algorithms/Understanding Stochastic Gradient Descent.mp4 25.8 MB
• 5 - Hyperparameter Tuning/Hyperparameters.mp4 31.2 MB
• 5 - Hyperparameter Tuning/Mini Project -Music Synthesis.mp4 40.7 MB
• 5 - Hyperparameter Tuning/Tuning Hyperparameters - Grid Search.mp4 17.1 MB
• 5 - Hyperparameter Tuning/Tuning Hyperparameters - Random Search.mp4 18.3 MB
• 9781788993883_Code.zip 2.3 MB

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