Description:

In this session, we’ll explore the machine learning process and discuss how to train a machine learning model to make predictions and classify data. We’ll take you through various classification algorithms, various ways to measure a model’s performance, and how to use a trained model.

Course Code/Duration:

BDT179 / 90 minutes.

Learning Objectives:

You will learn:

• Learn the intuition about linear regression algorithms in machine learning for univariate and multivariate data.
• Understand when to use a regression model and why linear regression is almost always wrong yet useful.
• Understand what linear regression learns.
• Look at different metrics involved in measuring the performance of the linear regression model.