2026-27 timetable

	Week	Mon 13:00 58/6002 (L/R G)	Wed 9:00 07/3031 (L/R F2)	Thu 12:00 13/3021	Fri 14:00 05/2017 (L/t J)
1	21 Sep - 25 Sep	Introduction	Differential Calculus	Taylor's Expansion	Tutorial: calculus
2	28 Sep - 02 Oct	Vector Spaces	Inner Product Spaces	Understand Mappings	Tutorial: vectorSpaces
3	05 Oct - 09 Oct	Eigensystems	Principal Component Analysis (PCA)	Singular Value Decomposition (SVD)	Tutorial: eigen
4	12 Oct - 16 Oct	Optimisation	Stochastic Gradient Descent	Constrained Optimisation	Tutorial: optimisation
5	19 Oct - 23 Oct	Convexity	Support Vector Machines	Kernel Trick	Tutorial: convexity
6	26 Oct - 30 Oct	Wasserstein GANs	Under Construction	Under Construction	Tutorial: general
7	02 Nov - 06 Nov	Probability	On Becoming a Scientist	Bayesian Inference	Tutorial: probability
8	09 Nov - 13 Nov	Integral Calculus	Gaussian Processes	Probabilistic Inference	Tutorial: gp
9	16 Nov - 20 Nov	MCMC	Entropy	Information Theory	Tutorial: information
10	23 Nov - 27 Nov	When Machine Learning Works	Over-Fitting	Symmetry	Tutorial: theory
11	30 Nov - 04 Dec				Tutorial: revision
12	07 Dec - 11 Dec				Tutorial