Linear Regression Made Simple — Your First Step to ML Mastery | Lecture 1
Автор: Queen Mary Machine Learning Society
Загружено: 2026-02-27
Просмотров: 42
Описание:
Welcome to Lecture 1 of our Linear Regression series by the Machine Learning Society.
In this session, we introduce linear regression from first principles, focusing on intuition, core concepts, and why it remains one of the most important foundations in machine learning. The goal is to help you build a deep understanding that prepares you for real applications and technical interviews.
What you will learn:
What linear regression is and why it matters
The intuition behind prediction models
Key terminology commonly tested in interviews
How linear regression connects to more advanced algorithms
Lecture notes:
https://github.com/Queen-Mary-Machine...
Code and resources on GitHub:
https://github.com/Queen-Mary-Machine...
This lecture is part of our four week Linear Regression program designed to provide practical machine learning experience, peer collaboration, and a certificate to support your preparation for internships and graduate roles.
If you found this helpful, consider subscribing to follow the rest of the series.
Join us live every Wednesday! https://www.qmsu.org/groups/qmml/
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