Skip to main content
AIByDM/ai
LearnToolsGamesExamsNewsletterCommunity
Start learning
LearnToolsGamesExamsNewsletterCommunitySearch
Start learning
Phase 03: Deep Learning Core
AI From Scratch/Lesson 11/~75 minutes

Introduction to PyTorch

You built the engine from pistons and crankshafts. Now learn the one everyone actually drives.

BuildPython
Back to phaseDeep Learning CoreNext lessonIntroduction to JAX

Phase 03

Deep Learning Core

01The Perceptron02Multi-Layer Networks and Forward Pass03Backpropagation from Scratch04Activation Functions05Loss Functions06Optimizers07Regularization08Weight Initialization and Training Stability09Learning Rate Schedules and Warmup10Build Your Own Mini Framework11Introduction to PyTorch12Introduction to JAX13Debugging Neural Networks
Loading lesson page...

Progress

0 / 13 phase lessons0%
Continue target

Phase 03

Deep Learning Core

01The Perceptron02Multi-Layer Networks and Forward Pass03Backpropagation from Scratch04Activation Functions05Loss Functions06Optimizers07Regularization08Weight Initialization and Training Stability09Learning Rate Schedules and Warmup10Build Your Own Mini Framework11Introduction to PyTorch12Introduction to JAX13Debugging Neural Networks

On this page

Resources

PyTorch DebuggerPromptPyTorch PatternsSkillpytorch_intro.pyCodeSource lessonSource