Advanced Deep Learning with TensorFlow 2 and Keras- Apply DL Techniques, GANs, VAEs, deep RL, SSL, object detection

[ FreeCourseWeb.com ] Advanced Deep Learning with TensorFlow 2 and Keras: Apply DL Techniques, GANs, VAEs, deep RL, SSL, object detection..



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February 28, 2020 | ISBN: 9781838821654 | English | 512 pages | True (PDF, EPUB, MOBI) + Code | 108.57 MB

Updated and revised second edition of the bestselling guide to advanced deep learning with TensorFlow 2 and Keras

Learn



Use mutual information maximization techniques to perform unsupervised learning

Use segmentation to identify the pixel-wise class of each object in an image

Identify both the bounding box and class of objects in an image using object detection

Learn the building blocks for advanced techniques - MLPss, CNN, and RNNs

Understand deep neural networks - including ResNet and DenseNet

Understand and build autoregressive models – autoencoders, VAEs, and GANs

Discover and implement deep reinforcement learning methods



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