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Deep with PyTorch

Track :

Programming

Lessons no : 6

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What will you learn in this course?
  • Master building neural networks using PyTorch for deep learning applications and model training efficiency
  • Implement automatic differentiation and gradient computation for complex deep learning models in PyTorch
  • Design and optimize convolutional neural networks (CNNs) for image recognition and computer vision tasks with PyTorch
  • Develop recurrent neural networks (RNNs) and sequence models for natural language processing using PyTorch
  • Apply transfer learning and fine-tuning techniques to improve deep learning model performance in PyTorch
  • Troubleshoot and debug deep learning models effectively to enhance accuracy and computational efficiency

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Lessons | 6


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PyTorch is the premier open-source deep learning framework developed and maintained by Facebook. At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models .