Gradient Descent in 100 Seconds

Gradient Descent in 100 Seconds

Dive into the fundamental optimization algorithm powering modern AI in just 100 seconds! This video breaks down gradient descent—the mathematical process that enables neural networks, language models, and AI systems to learn and improve.

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Learn how gradient descent navigates complex error landscapes, why learning rates matter, and how techniques like mini-batching and momentum overcome common challenges. Despite being decades old, this algorithm remains essential to today's most advanced AI systems.

Whether you're new to machine learning or looking to refresh your knowledge, this concise explanation covers the core concepts without getting lost in the technical details.

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