SPIME Analytics

K-NN: a brief introduction

Expectation-Maximization Interactive Tutorial

Expectation-Maximization Introduction

Ensemble Methods

Perceptron Algorithm: Intuition and Update Rule

Probabilistic Inference 5: Bayesian Classification (Multivariate)

Probabilistic Inference 2

Probabilistic Inference 1

Logistic Regression: Interpreting the model

Regression Gradient Descent

Ridge Regression

Evaluating Classification Models: The Confusion Matrix

Feature selection for Multivariate Regression in SaS Enterprise Miner