Courses
(15-874) Machine Learning from Neural Cortical Circuits
86-375/675 Computational Perception
86-712 Computational Neuroscience of Vision
Textbook: Dynamic Programming and Optimal Control
CMU 15-889e: Real Life Reinforcement Learning
CS 294 Deep Reinforcement Learning, Fall 2015
SageMath - Open-Source Mathematical Software System
CGI Programming With Apache and Perl on Mac OS X
The Lecturio Online Medical Library – Your Source for Medical Knowledge
| [Lecture Notes | Principles of Discrete Applied Mathematics | Mathematics | MIT OpenCourseWare](https://ocw.mit.edu/courses/mathematics/18-310-principles-of-discrete-applied-mathematics-fall-2013/lecture-notes/) |
| [Lecture Notes | Neural Coding and Perception of Sound | Health Sciences and Technology | MIT OpenCourseWare](https://ocw.mit.edu/courses/health-sciences-and-technology/hst-723j-neural-coding-and-perception-of-sound-spring-2005/lecture-notes/) |
Topology, Geometry and Diff Geometry
Mathematics for Computer Science
Design and Analysis of Algorithms
| [Lecture Notes | Design and Analysis of Algorithms | Electrical Engineering and Computer Science | MIT OpenCourseWare](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012/lecture-notes/) |
Introduction to Algorithms (SMA 5503)
| [Video Lectures | Mathematical Methods for Engineers II | Mathematics | MIT OpenCourseWare](https://ocw.mit.edu/courses/mathematics/18-086-mathematical-methods-for-engineers-ii-spring-2006/video-lectures/) |
| [Video Lectures | Computational Science and Engineering I | Mathematics | MIT OpenCourseWare](https://ocw.mit.edu/courses/mathematics/18-085-computational-science-and-engineering-i-fall-2008/video-lectures/) |
(1) Graph Sparsification II: Barrier Functions and Rank-one Updates - YouTube
Algebraic Graph Theory: Chris Godsil, Gordon F. Royle: 9780387952208: Books - Amazon.ca
Introduction to Computer Science and Programming in Python
Differential Equations, Spring 2006
MIT 18.03SC Differential Equations, Fall 2011
| [Lec 1 | MIT 18.03 Differential Equations, Spring 2006 - YouTube](https://www.youtube.com/watch?v=XDhJ8lVGbl8&list=PL64BDFBDA2AF24F7E&index=3) |
| [CS 15-458/858B: Discrete Differential Geometry – CARNEGIE MELLON UNIVERSITY | SPRING 2016 | TUE/THU 12:00-1:20 | GHC 4211](http://brickisland.net/DDGSpring2016/) |
Recitation Linear Algebra, Fall 2011
MIT 6.854 (Advanced Algorithms), Spring 2016
Topology & Geometry by Dr Tadashi Tokieda
| [Differential Topology | Lectures by John W. Milnor - YouTube](https://www.youtube.com/playlist?list=PLelIK3uylPMFHC6Xny11XFXgwwtv9_PO3) |
Vector Calculus @ UNSW Sydney. Dr Chris Tisdell - YouTube
Alexandra Kolla, University of Illinois at Urbana-Champaign
| [IAS- Princeton | Video Lectures](https://video.ias.edu/sm) |
MIT 18.01 Single Variable Calculus, Fall 2007
MIT 18.02 Multivariable Calculus, Fall 2007
MIT 18.01SC: Homework Help for Single Variable Calculus - YouTube
Spectral Graph Theoy and Algorithmic Applications
CS359G: Graph Partitioning and Expanders
| [Lecture Notes | in theory](https://lucatrevisan.wordpress.com/lecture-notes/) |
CS294: Graph Partitioning, Expanders, and Spectral Methods
CS 274: Computational Geometry - Shewchuk - UC Berkeley
Algorithmic Game Theory (CS364A), Fall 2013
Algorithmic Game Theory (CS364A, Fall 2013) - YouTube
Advanced course eigenvalue techniques in graph theory
Facultat de Matemàtiques i Estadística
Fukaya categories and mirror symmetry
Topics in Differential Geometry
| [Introduction to Mathematical Programming | Electrical Engineering and Computer Science | MIT OpenCourseWare](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-251j-introduction-to-mathematical-programming-fall-2009/index.htm) |
| [Advanced Algorithms | Electrical Engineering and Computer Science | MIT OpenCourseWare](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-854j-advanced-algorithms-fall-2005/index.htm) |
1. Introduction to Human Behavioral Biology - YouTube
Charles Bordenave - 1/3 Spectrum of random graphs - YouTube
Ali Chamseddine - 1/4 Spectral Geometric Unification - YouTube
Noncommutative Geometry and Cosmology - YouTube
Institut des Hautes Études Scientifiques (IHÉS) - YouTube
Algorithms and Data Structures II [Course] - Princeton - YouTube
Algorithms and Data Structures I [Course] - Princeton - YouTube
Erik’s Lectures in 6.849: Geometric Folding Algorithms: Linkages, Origami, Polyhedra (Fall 2010)
Math Subject GRE Practice Test - YouTube - YouTube
LEARN FRENCH WITH VINCENT - YouTube - YouTube
How to Become a Pure Mathematician (or Statistician)
| [Lecture Videos | Statistics for Applications | Mathematics | MIT OpenCourseWare](https://ocw.mit.edu/courses/mathematics/18-650-statistics-for-applications-fall-2016/lecture-videos/) |
Justin Solomon - YouTube - YouTube
Mathematics of Computer Graphics and Virtual Environments - YouTube
Numerical Methods - Jacob Bishop
Great Talks!
Discrete Differential Geometry - Helping Machines (and People) Think Clearly about Shape - YouTube
Gravity Lecture I - Manifolds and Tensors
What is a Manifold? - Mikhail Gromov
How (and Why) to “Read” Big Graphs - YouTube
Fast Regression Algorithms Using Spectral Graph Theory - YouTube
Tensors/tensor products over-mystified - YouTube
Riemannian manifolds, kernels and learning - YouTube
What is a Manifold? - Mikhail Gromov - YouTube
Hausdorff Center for Mathematics - YouTube
Andrew Wiles, Curves of Genus One - YouTube
Peter Scholze - Locally symmetric spaces, and Galois representations (1) - YouTube
| [Tadashi Tokieda | Toys in Applied Mathematics | Radcliffe Institute - YouTube](https://www.youtube.com/watch?v=f07KzjnL2eE) |
Mathematics of Juggling - YouTube
Jean-Pierre Serre: How to write mathematics badly - YouTube
LMS Popular Lecture Series 2008, Toy models, Dr Tadashi Tokieda - YouTube
PBS Nova Documentary Collection - YouTube
Warren Buffett - HBO Documentary 2017 (HD) - YouTube
Laplacian Eigenvalues, Metric Uniformization, and Incidence Geometry - YouTube
Symplectic and Spectral Theory of Integrable Systems - Alvaro Pelayo - YouTube
Spectral geometry and spectral action, Bruno Iochum - YouTube
Introduction to the work of Mirzakhani - YouTube
| [Reason for a blog | njwildberger: tangential thoughts](https://njwildberger.com/2012/08/02/reason-for-a-blog/) |
Philosophical Overdose - YouTube
Alexander Grothendieck - YouTube
CEMC - Past Contests - Mathematics and Computing Contests - University of Waterloo