Beginner Machine Learning Lecture 5 - Supervised Learning: Regression

Welcome to Lecture 5 of our beginner machine learning course! In this session, we dive into the world of supervised learning with a focus on regression.

In this lecture, you will learn:

What is Regression?: Understand the fundamental concepts of regression and its importance in predicting continuous outcomes.

Types of Regression

Evaluation Metrics: Discover key evaluation metrics such as Mean Squared Error (MSE) and R² (R-squared) to assess the performance of regression models.

Join us as we unravel the basics of regression and equip you with the knowledge to apply these concepts in your machine learning journey!