Steve Brunton
558K subscribers
A Machine Learning Primer: How to Build an ML Model
Steve Brunton · 66K views · 2 years ago
Optimization: A Bootcamp for Machine Learning, Inverse Problems, and Control
Steve Brunton · 89K views · 3 months ago
Dynamic Mode Decomposition (Overview)
Steve Brunton · 115K views · 8 years ago
Differential Equations and Dynamical Systems: Overview
Steve Brunton · 269K views · 4 years ago
Probability and Statistics: Overview
Steve Brunton · 698K views · 1 year ago
Topics in Dynamical Systems: Fixed Points, Linearization, Invariant Manifolds, Bifurcations & Chaos
Steve Brunton · 42K views · 3 years ago
Applications of Optimization
Steve Brunton · 21K views · 2 months ago
Bayesian Inference: Overview
Steve Brunton · 64K views · 7 months ago
Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!
Steve Brunton · 103K views · 5 years ago
The Anatomy of a Dynamical System
Steve Brunton · 122K views · 5 years ago
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics
Steve Brunton · 39K views · 1 month ago
Convexity 101 [Optimization Bootcamp]
Steve Brunton · 16K views · 2 months ago
Eigenvalues and Eigenvectors
Steve Brunton · 93K views · 3 years ago
Reinforcement Learning: Machine Learning Meets Control Theory
Steve Brunton · 413K views · 5 years ago
Reinforcement Learning Series: Overview of Methods
Steve Brunton · 173K views · 4 years ago
The Gradient Operator in Vector Calculus: Directions of Fastest Change & the Directional Derivative
Steve Brunton · 170K views · 4 years ago
Neural Network Architectures & Deep Learning
Steve Brunton · 869K views · 7 years ago
Stability and Eigenvalues [Control Bootcamp]
Steve Brunton · 184K views · 9 years ago
Model Predictive Control
Steve Brunton · 365K views · 8 years ago