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From Perceptrons to Deep Networks

Understanding neural network architectures from shallow to deep

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What you'll unlock:

  • 1. The Perceptron
  • 2. Multi-Layer Perceptrons (MLPs)
  • 3. Universal Approximation Theorem
  • 4. Shallow vs Deep Networks
  • 5. Why Depth Matters
  • 6. Building Your First Neural Network
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