cserajdeep / ML-Tutorials

My repository for python implementation of a few prominent machine learning algorithms

PCA: https://www.cs.princeton.edu/picasso/mats/PCA-Tutorial-Intuition_jp.pdf

KMeans: https://youtu.be/qg_M37WGKG8

KNN: https://youtu.be/PNglugooJUQ

Ordinary Least Squared Method (OLS)

Stocastic Gradient Descent (SGD)

Linear Regression: https://towardsdatascience.com/linear-regression-detailed-view-ea73175f6e86

Logistic Regression: https://www.youtube.com/watch?v=yIYKR4sgzI8

Artificial Neural Network (ANN)

Radial Basis Function (RBF)

Machine Learning Tutorials