Linear Discriminant Analysis

Estimating Parameters for Simple Linear Regression using Ordinary Least Square Method

Logistic Regression: Estimating Parameters

Multivariate LDA and Quadratic Discriminant Analysis

Gradient Descent Algorithm for Multiple Linear Regression

Simple Linear Regression through Gradient Descent and Scikit-Learn Method

Linear Discriminant Analysis

Evaluating Simple Regression Model

Simple Linear Regression: 7 Key Points to Rember

Gradient Descent Algorithm for Logsistic Regression

Algorithmic vs data driven or Machine Learning approach.

Simple Linear Regression: Required Statistics Background

Welcome to Course on Machine Learning at DBATU