Track 11: ML and Deep Learning Foundations for AI Engineers, Neural Networks

Backpropagation, Step by Step

Trace gradients through a tiny network.

Status: Coming soon IntermediateVideo lessonAbout 13 min Free tools

Part of Train and Fine-Tune Models (6 of 45)

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Course

Transformers & GPT From Scratch for AI Engineers

Udemy: coming soon

Tools

  • NumPy (open-source, free)

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In this module

  1. From One Neuron to a Network
  2. Backpropagation, Step by Step
  3. PyTorch Basics
  4. Project: Digit Recogniser
  5. Before and Around Transformers: CNNs, RNNs, Regularisation

The course this lesson belongs to