a4

a3

annotated slides.

a2

a1

tut

code

probabilitic modeling

Connectionist networks

Convolutional Neural Network

Stochastic gradient descent

Support Vector Machine

Supervised machine learning

nearest neighbour

likelihood

principal component analysis

Bias and intercept

F24-midterm-sols

Pattern-Recognition-and-Machine-Learning

Understand-Machine-Learning

W23-final-sols

W23-final

W23-midterm-sols

W23-midterm

Linear regression