Skip to main content

Learn Skills Tools Games Exams Newsletter Community

Learn Skills Tools Games Exams Newsletter Community Search

AI From Scratch/Phase 03/Lesson 01/~60 minutes

The Perceptron

BuildPython

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

Back to phaseDeep Learning Core Next lessonMulti-Layer Networks and Forward Pass

Phase 03

Deep Learning Core

01The Perceptron 02Multi-Layer Networks and Forward Pass 03Backpropagation from Scratch 04Activation Functions 05Loss Functions 06Optimizers 07Regularization 08Weight Initialization and Training Stability 09Learning Rate Schedules and Warmup 10Build Your Own Mini Framework 11Introduction to PyTorch 12Introduction to JAX 13Debugging Neural Networks

Loading lesson page...

Progress

0 / 13 phase lessons0%

Continue target

Phase 03

Deep Learning Core

01The Perceptron 02Multi-Layer Networks and Forward Pass 03Backpropagation from Scratch 04Activation Functions 05Loss Functions 06Optimizers 07Regularization 08Weight Initialization and Training Stability 09Learning Rate Schedules and Warmup 10Build Your Own Mini Framework 11Introduction to PyTorch 12Introduction to JAX 13Debugging Neural Networks

On this page

Resources

PerceptronSkill main.jlCode perceptron.pyCode Source lessonSource