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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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