Optimization
Defined in one lecture.
Definitions are written by AI from each lecture’s transcript. The time opens the lecture where the lecturer explains it.
- The mathematical engine powering the modern world, framed as minimizing or maximizing an objective function subject to constraint equations.1:04Optimization: A Bootcamp for Machine Learning, Inverse Problems, and ControlSteve Brunton · University of Washington
Lectures that build on it
- Mathematical Optimization & Why Convexity Is the Watershed
- Mathematics and Computation: The Landscape of P vs. NP
- Dynamic Programming I: Fibonacci, Shortest Paths
- Convexity 101
- Applications of Optimization in Machine Learning and Engineering
- Introduction to Deep Learning
- Humanoid Robots
- How to Train a Neural Net
- A Collectivist, Economic Perspective on AI Systems