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AI-Generated Study Roadmap

Target Topic: Neural Network Backpropagation

Your 3-Day Focus Plan
Day 1: Foundations
The Chain Rule & Partial Derivatives

Backpropagation is essentially the chain rule in action.

15m Video 3 Practice Problems
Day 2: Core Algorithm
Weight Updates & Error Functions

Update rule:
W_new = W_old - η(∂E/∂W)

Day 3: Application
Manual Calculation Workshop
AI Quick Tip

Visual learners often struggle with "Delta" notation. Try visualizing the error as a "mountain" you are walking down.

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