Mostly links to awesome courses and presentations.

- Stephen Boyd’s Convex Optimization mooc
- Stephen Boyd’s E364b Video Lectures
- Andrew Ng’s Machine Learning mooc
- Jorge Nocedal : Optimization methods for machine learning
- Machine Learning Summer School 2013 @ MPI Tubingen.
- Deep Learning, Feature Learning. Video lectures from a summer school at IPAM
- Practical Deep Learning for Coders
- Deep Learning School 2016
- Stochastic Convex Optimization in Machine Learning

- TEMPO Spring School: Theory and Numerics for Nonlinear Model Predictive Control. 2015
- Winter School on Numerical Optimal Control with Differential Algebraic Equations. 2016

- Mecanica Analitica. Video Lectures in portuguese, based on Landau-Lifschitz’ Classical mechanics and Arnold’s Mathematical methods of Classical Mechanics.
- Geometric Mechanics and Symmetry Book, by Holm, Schmah and Stoica
- Nonlinear Dynamics and Chaos. Video Lectures by Stephen Strogatz

- Differential Geometry. Video lectures in English by Frederic Schuller
- Geometria Diferencial. Video Lectures by Fernando Coda at IMPA.
- Geometria Riemanniana. Video Lectures by Fernando Coda at IMPA.

- Perimeter Institue Video Lectures. A lot, and I mean a lot of awesome physics video lectures.
- Hereaus International Winter School on Gravity and Light. The best course I’ve found on Differential Geometry and General Relativity.
- More Links

- CHAOS. A math movie by Jos Leys, Etienne Ghys and Aurelien Alvarez.
- Dimensions. A math movie by Jos Leys, Etienne Ghys and Aurelien Alvarez.