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Advanced Deep Learning with PyTorch
Overview
Skills Needed
Take your deep learning skills to the next level with PyTorch. Explore advanced techniques like convolutional neural networks, recurrent neural networks, and generative models with PyTorch.
Intermediate knowledge of PyTorch fundamentals
Proficiency in Python programming
Outline
Advanced Convolutional Neural Networks
Recurrent Neural Networks and LSTM
Attention Mechanisms in Deep Learning
Transformer Networks
Generative Adversarial Networks (GANs)
Variational Autoencoders (VAEs)
Transfer Learning for Fine-tuning
Reinforcement Learning with PyTorch
Distributed Training with PyTorch
Case Studies in Advanced Deep Learning with PyTorch
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