Logistic regression

probabilitic modeling

Connectionist networks

Convolutional Neural Network

CIFAR100 with CNN

Stochastic gradient descent

Support Vector Machine

SVM and Logistic Regression

Application of Convolutional Neural Network

annotated slides.

Supervised machine learning

nearest neighbour

PCA and Kernels, from scratch

Least Squared Regression

likelihood

principal component analysis

Bias and intercept

linalg review

Linear regression

Introduction to Machine Learning