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

From One Neuron to a Network

Build a neuron in NumPy.

Status: Coming soon BeginnerVideo lessonAbout 11 min Free tools

Part of Train and Fine-Tune Models (5 of 45)

Get notified on YouTube Udemy certificate: coming soon

Course

Transformers & GPT From Scratch for AI Engineers

Udemy: coming soon

Tools

  • NumPy (open-source, free)

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Then try

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