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PyTorch: A Crash Course for AI and Machine Learning
Last Updated: December 10, 2025
Ashish Pratap Singh
4 min read
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PyTorch: A Crash Course for AI and Machine Learnin...
What is PyTorch?
Tensors: The Foundation
Tensor Operations
GPU Acceleration
Automatic Differentiation (Autograd)
Building Neural Networks
Loss Functions
Optimizers
Data Loading
The Complete Training Loop
Saving and Loading Models
Common Patterns
Debugging Tips
Key Takeaways
References
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