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BT3102
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LEC
Folder: School/BT3102/LEC
4 items under this folder.
Sep 16, 2026
L1 Course Introduction
y4s1
bt3102
math/multivariable-calculus
math/linear-algebra
math/convexity
Sep 16, 2026
L2 Optimisation and Gradient Descent
y4s1
bt3102
math/linear-algebra
math/optimisation/gradient-descent
math/statistics/regression
Sep 16, 2026
L3 Line Search and Momentum
y4s1
bt3102
math/optimisation/gradient-descent
math/optimisation/line-search
math/optimisation/momentum
Sep 16, 2026
L4 Stochastic Gradient Descent and Newton Methods
y4s1
bt3102
math/optimisation/gradient-descent
math/optimisation/stochastic-gradient-descent
math/optimisation/newton-method
math/optimisation/quasi-newton
math/linear-algebra