From Fundamentals to Superior Deep Studying Coaching
What you’ll study
Perceive PyTorch fundamentals, together with tensors and computation graphs
Construct and prepare neural networks utilizing PyTorch’s nn_Module
Preprocess and cargo datasets with DataLoaders and customized datasets
Implement superior architectures like CNNs, RNNs, and Transformers
Carry out switch studying and fine-tune pre-trained fashions
Optimize fashions utilizing hyperparameter tuning and regularization
Deploy skilled fashions utilizing TorchScript and cloud providers
Debug and troubleshoot deep studying fashions successfully
Develop customized layers, loss capabilities, and fashions
Collaborate with the PyTorch neighborhood and contribute to open-source initiatives
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