Deep Learning
Dr. S. Satyanarayana
Broschiertes Buch

Deep Learning

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The book is structured around the following key topics: fundamentals of neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative models, and reinforcement learning. In addition, we also cover advanced topics such as attention mechanism, transformer architecture, multimodal learning, few-shot learning, adversarial examples and defenses, hyper parameter tuning, and regularization techniques.Each chapter starts with a brief introduction to the topic and provides an intuitive and geometric understanding of the underlying concepts. We believe that geometri...