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Advanced Deep Learning with Keras
Overview
Skills Needed
Take your deep learning skills to the next level with Keras. Explore advanced topics like convolutional neural networks, recurrent neural networks, and deep reinforcement learning with Keras.
Intermediate knowledge of Keras fundamentals
Familiarity with deep learning concepts
Outline
Advanced Neural Network Architectures
Convolutional Neural Networks (CNNs)
Recurrent Neural Networks (RNNs)
Sequence-to-Sequence Models
Attention Mechanisms
Generative Adversarial Networks (GANs)
Autoencoders and Variational Autoencoders
Deep Reinforcement Learning
Multimodal Learning with Keras
Case Studies in Advanced Deep Learning with Keras
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