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Visually Explained: Newton's Method in Optimization
The most fundamental optimization algorithm
Prof. Yi Ma:Optimization and Sparse Coding|Fall 2026 Lecture 4 | HKU DATA8014
Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)
The Particle Swarm Optimization Algorithm
Deep Dive
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Last Updated: October 17, 2026
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Please see the updated video at youtu.be/MWaJuoFwyv8 The full playlist A gentle and visual introduction to the topic of Convex We take a look at Newton's method, a powerful technique in The simplex method was the first Principles of Deep Representation Learning | HKU DATA8014 Lecture A deep dive into the Particle Swarm