MACHINE LEARNING

Coursera - Machine Learning by Andrew Ng

Notebooks on :

Anomaly Detection

Bias-Variance plot - how they look like before and after training

Collaborative filtering and Recommender system - Used IMDB database dataset

Digit Identification using Logistic Regression - Image processing

K-Means

Neural Network - Handwritten Digit Identification

PCA - Facial features based recognition/Computer vision

Regularized Logistic Regression - Nelder Mead Method

SVM - Spam detection