Coursework
A collection of courses I've taken at MIT, organized by subject area.
This is a subset of all the classes I have taken. I intend to upload short overview blogs of each coursework listed on this page in due course.
8.033
Relativity I
The Special Theory of Relativity. Relativistic generalizations of Electromagnetism. Introduction to General Theory of Relativity.
8.223
Classical Mechanics II
Lagrangian Formulation of Classical Mechanics.
8.044
Statistical Mechanics I
Statistical mechanics and thermodynamics.
8.05
Quantum Physics II
Linear Algebra formulation of quantum physics.
8.07
Electromagnetism II
Vector formulation of electromagnetic theory.
8.08**
Statistical Mechanics II
Advanced statistical mechanics.
8.962
General Relativity
Graduate level course on modeling spacetime as a manifold, whose curvature is informed by matter.
18.03*
Differential Equations
Various methods of solving ODEs, with a focus on linear systems. Some methods of solving PDEs.
18.06*
Linear Algebra
Fundamentals of linear algebra.
18.211**
Combinatorics I
Introduction to combinatorial mathematics.
6.1220
Design and Analysis of Algorithms
Algorithm design and complexity analysis.
6.3700
Introduction to Probability
Fundamental concepts in probability theory.
6.S184**
Introduction to Diffusion Models
Special topics in diffusion models.
6.3730
Applied Statistics
Statistical methods and applications.
6.7910
Statistical Learning Theory
A theoretical formulation of machine learning.
6.7800
Inference and Information
Theory behind hypothesis tests, parameter estimation, model families and their asymptotics.
6.S966
Symmetry and its Applications to Machine Learning
Quick introduction to representation theory, and using it to build symmetry-aware machine learning models.
9.521
Non-Asymptotic Statistics
Mathematical statistics on the non-asymptotic behavior of various probabilistic objects.
24.09
Minds and Machines
A Philosophical survey of the various theories of mind, ranging from Duality in 1600s to modern neurological frameworks of the mind.