To get started with this project, you'll need to have Python installed on your system. You'll also require the following Python packages: os: Allows interaction with the operating system. pandas: ...

GLMs provide a versatile framework for statistical modeling of data and are often used to solve pratical probelms.GLMs are generalization of linear models. Suppose we would like to predict salary ...

Specialization: Statistical Modeling for Data Science Applications Instructor: Brian Zaharatos, Director, Professional Master’s Degree in Applied Mathematics Prior knowledge needed: Basic calculus ...

R 2 is a statistical measure of the goodness of fit of a linear regression model (from 0.00 to 1.00), also known as the coefficient of determination. In general, the higher the R 2 , the better ...

Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...