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Neural Networks Basics

Understand neurons, layers, weights, and backpropagation — the building blocks that power everything from image recognition to ChatGPT.

  • 45 min lesson
  • beginner level
  • Narrated presentation

What you’ll learn

  • Neuron, weights, and bias
  • Activation functions
  • Hidden layers and depth
  • Forward pass
  • Backpropagation
  • Deep learning

Inside this lesson

A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.

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