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Deep Learning Projects with PyTorch

Track :

Programming

Lessons no : 7

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What will you learn in this course?
  • Design and implement deep learning models using PyTorch for real-world applications including image recognition and natural language processing
  • Optimize neural networks with advanced PyTorch techniques such as transfer learning, fine-tuning, and model evaluation
  • Build custom deep learning architectures and experiment with different layers, activation functions, and loss functions in PyTorch
  • Apply best practices for training, debugging, and deploying deep learning models using PyTorch in production environments
  • Utilize PyTorch tools and libraries for data preprocessing, augmentation, and visualization to enhance model performance
  • Troubleshoot common issues in deep learning projects and improve model accuracy with practical PyTorch strategies

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Lessons | 7


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PyTorch is an open-source Python library for deep learning developed and maintained by Facebook. The project started in 2016 and quickly became a popular framework among developers and researchers .