In this video, part of my series on "Machine Learning", I explain how to perform Linear Regression for a 2D dataset using the Ordinary Least Squares method. In Part 2, I demonstrate how to code the algorithm in JavaScript, using the library This video is part of session 3 of my Spring 2017 ITP "Intelligence and Learning" course ( ) Link to Part 2: Support this channel on Patreon: To buy Coding Train merchandise: Send me your questions and coding challenges!: Contact: Twitter: The Coding Train website: Links discussed in this video: Session 3 of Intelligence and Learning: Nature of Code: kwichmann's Linear Regression Diagnostics: Linear Regression on Wikipedia: Anscombe's quartet on Wikipedia: %27s_quartet Source Code for the all Video Lessons: : Processing: For More Coding Challenges: For More Intelligence and Learning: Help us caption & translate this video! 📄 Code of Conduct: