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. ######################################### I just started my own Patreon, in case you want to support! Patreon Link: https://www.patreon.com/c/InfiniteCodes ######################################### 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. Want to explore more machine learning fundamentals? Subscribe for more concise, clear explanations of the technology shaping our future! Want more of the 100 second videos? You can also watch: 1. Deep Learning in 100 seconds - https://youtu.be/eb4UowDFico?si=MIwV_0Qo3yKaLLqf 2. Transformers in 100 seconds - https://www.youtube.com/watch?v=l4gPkeybVnU 3. GPTs in 100 seconds - https://www.youtube.com/watch?v=_rivENRG1-4 4. Generative AI in 100 seconds - https://www.youtube.com/watch?v=IEJkS4AzWaY 5. Neural Networks in 100 seconds - https://youtu.be/3TeEqgqPK8M?si=_C3PryU0-LFNtBVz 🔔 Subscribe for more tech explained in 100 seconds – from AI to coding and everything in between!