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Deep Neural Networks

Explore how perceptrons scale into deep networks, understand the role of hidden layers, tackle vanishing and exploding gradients, and survey modern architecture patterns.

intermediate⏱️ 55 min📚 4 sections

Sections

1
Section 1Resume

Perceptrons to Networks

Section 2

Hidden Layers & Depth

Section 3

Vanishing & Exploding Gradients

Section 4

Architecture Patterns