This requires basic machine learning literacy — what kinds of problems can machine learning solve, and how to talk about those problems with data scientists. Linear regression and feature ...

In this video, we will learn what is linear regression in machine learning along with examples to make the concept crystal clear.

The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

Overview Understanding key machine learning algorithms is crucial for solving real-world data problems effectively.Data ...

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 regression model, ...

The minor in Machine Learning and Data Science (MLDS) is designed for Northwestern Engineering students who wish to develop expertise in machine learning, data science, or a blend of both. Students ...