Day 8

Day 8:

• We cover PyTorch Workflow
• Linear Regression
• Also check out : https://github.com/udlbook/udlbook/tree/main/Notebooks
• Need to learn OOP in Python
• Refers to Gradient Descent(D2/3) - also https://youtu.be/IHZwWFHWa-w?si=FIeYGtMhowm6X8QV
• Refer to this also https://x.com/PyTorch/status/1437838231505096708
• https://youtu.be/JXQT_vxqwIs?si=g6-8qgeFN-VI0yjK https://pic.x.com/jwivk8ghcs
• Building a training loop (and a testing loop) in PyTorch
• Easy because already have knowledge of Linear Regression/Gradient Descent/Learning Rate/Backpropogation
• Saving a model in PyTorch