Mohsin Math Studio
Learn the mathematics. Don't just get the answer.
A mathematics studio, not a general chatbot. Bring a concept you barely know — or a proof you want marked. Rooms for data-science maths, plus open mathematics for everything else.
Topics
Rooms — and an open door.
Data-science mathematics, plus anything you can name.
01
Open mathematics
A name, a theorem, a half-remembered lecture — we start from the picture.
02
Linear Algebra
Vectors, maps, rank, and the decompositions that actually run PCA.
03
Calculus
Derivatives as linear maps, gradients, and the chain rule behind backprop.
04
Probability
Conditioning, Bayes, expectation — the language of every generative model.
05
Statistics
Estimation, likelihood, and the geometry of residuals.
06
Optimisation
Convexity, Lagrange, Newton — why a step is legal, and when it is not.
07
Discrete maths
Graphs, counting, induction, generating functions.
08
Python / NumPy
ndarrays, broadcasting, and writing linear algebra that runs.