A collection of education playlist for future reference. The list include physics, mathematics, and other educational stuff in the internet.
Tensor Calculus
String Theory
Electromagnetism
Mathematical Methods
Statistical Mechanics
- ICTP Statistical Mechanics - A. Schadicchio,M. Masili
- Statistical Mechanics Algorithms and Computations
Solid State Physics and Condensed Matter Physics
- ICTP Solid state physics
- The Oxford Solid State Basics - Prof. Steven H. Simon
- School in Computational Condensed Matter Physics:
Quantum Mechanics
- Foundations of Quantum Mechanics - Rob Spekkens
- ICTP Advanced quantum mechanics Lectures - G. Santoro
- The University of Oxford - Quantum Mechanics - James Binney
- ICTP Relativistic quantum mechanics - E. Gozzi
Gravitational Physics
Special and General Relativity
- General Relativity for Cosmology - Achim Kempf
- Understanding Einstein The Special Theory of Relativity
- Introduction into General Theory of Relativity
- Cosmology - Latham Boyle
- General relativity - Neil Turok
- General relativity - Michael Duff
Quantum Field Theory
- Quantum Field Theory - David Tong
- Quantum field theory - Bernard de Wit
- Introduction to Quantum Field Theory - Hermann Nicolai
- PI: Quantum Field Theory II - Francois David
- Quantum Field Theory I - Konstantin Zarembo
Standard Model
Complex Systems
Machine Learning
- Convolutional Neural - Standford
- Convolutional Neural Network - Andrew Ng
- Introduction to Reinforcement Learning
- Natural Language Processing with Deep Learning - Standford
Other Interesting Videos
- Quantum Fields, Strings, and Black Holes: A Primer for Non Experts
- ICTP Diploma - Abstract Algebra - Lothar Göttsche
- ICTP Diploma - Complex Analysis - Fabio Vlacci
- ICTP Diploma - Algebraic Topology - Fernando Rodriguez Villegas
- Advanced School & Workshop on Nonlocal Partial Differential Equations and Applications to Geometry, Physics and Probability
Other Educational Stuff
- Borders
- VOX: Overrated