Skip to main content
AIByDM/ai
LearnToolsGamesExamsNewsletterCommunity
Start learning
LearnToolsGamesExamsNewsletterCommunitySearch
Start learning
Phase 03: Deep Learning Core
AI From Scratch/Lesson 01/~60 minutes

The Perceptron

The perceptron is the atom of neural networks. Split it open and you find weights, a bias, and a decision.

BuildPython
Back to phaseDeep Learning CoreNext lessonMulti-Layer Networks and Forward Pass

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

PerceptronSkillmain.jlCodeperceptron.pyCodeSource lessonSource