Physics 7: Classical Mechanics II

Derive the Linear Algebra Behind Machine Learning

Linear algebra you need first (reused; optional here).

3 milestones

1. 1Master Vectors, Matrices, and Linear Transformations
2. 2Apply Linear Algebra to ML Algorithm Derivations
3. 3Present Linear Algebra for ML to an Expert Reviewer

Physics 7: Classical Mechanics II

Course 7: 2 units and your own piece.

3 milestones

1. 1The Lagrangian
2. 2Hamiltonians, phase space and symmetry
3. 3Simulate a double pendulum from its Lagrangian