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In this short lesson, I walk through the geometric intuition behind constrained optimization. We start with the idea of maximizing ...

Here we provide a high-level overview of some of the applications of optimization in modern machine learning, physics, and ...

... letter where a 19-year-old Joseph-Louis Lagrange showed Leonhard Euler how to solve constrained optimization algebraically.

Where the loss function for training LLMs comes from. Job opportunities aligned to this audience: https://3b1b.co/talent Early views ...

Topics Covered: Lagrange Multipliers Constrained Optimization Multivariable Calculus Partial Derivatives Finding Stationary ...

Support Vector Machines are often introduced with a simple decision boundary and a maximum margin—but the most important ...

Lead optimization — refining early hits into candidates with better potency, selectivity, and ADMET properties — is another stage ...

Design embedded AI systems using MATLAB and Simulink, covering the complete workflow from data preparation and model ...

Pipeline: WHAM pose estimation → constrained optimization → musculoskeletal simulation. Clinically acceptable accuracy on ...

Support & Resources → Support the show on Patreon: https://www.patreon.com/c/learnbayesstats → Bayesian Modeling Course ...

Many people picture a power purchase agreement as a 15-year mega-deal between a tech giant and a solar farm. In reality, 99% ...

Thought modern AI needed expensive GPUs? Think again. In this deep dive (540s), we detail the blueprint for running a massive ...

What happens when frontier-class AI reasoning no longer requires a cloud data center? In this video, we examine **Bonsai 27B**, ...

In this talk, we will uncover how active inference can serve as a test-time scaling law for physical AI agents (e.g., autonomous ...

How did Bruce Lee generate devastating power from only one inch away? In this biomechanical breakdown, we explore the ...

Sub-Riemannian Heat Kernel Strain Log: Ingesting apparent-pairs optimization. Hypoelliptic diffusion tightly constrained via ...

DPO gets RLHF-quality results with one piece of algebra and no RL loop at all. This video derives it from the RLHF optimum and ...

Why does electricity cost different amounts in different places? Why do some power markets use one price while others have ...

Are you the main character of your life, or just an avatar executing biological code? This video explores the neuroscience of free ...