Level 401: Advanced Topics

Welcome to Level 401 of AI Fundamentals! This level focuses on advanced topics.

What You'll Learn

• Gradient Descent: Math, Derivatives, Optimizers
• Gradients and Derivatives: Backpropagation Deep Dive

Course Structure

1. Gradient Descent: Math, Derivatives, Optimizers

Dive deeper into the math behind gradient descent, including partial derivatives and popular optimization methods. Time: 30 min

2. Gradients and Derivatives: Backpropagation Deep Dive

A deeper look into how backpropagation works using calculus and partial derivatives. Time: 30 min

Getting Started

Start with the first lesson: Gradient Descent: Math, Derivatives, Optimizers

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Previous Level: Level 301