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These are the teaching materials of Prof. Bo Liu's Coursera specialization, Applied AI for Engineers and Scientists: Foundations, ... Support Vector Machines (SVMs) are one of the most powerful tools in a Machine Learning — but they can also feel a little ... MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: Instructor: Patrick Winston In this ... This video is intended for beginners 1. The equation of a straight line 2. The general form of a straight line (02:19)
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SVM (The Math) : Data Science Concepts
Support Vector Machines: Multi-Class SVM
Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3)
Lec-40: Support Vector Machines (SVMs) | Machine Learning
Support Vector Machines Part 3: The Radial (RBF) Kernel (Part 3 of 3)
16. Learning: Support Vector Machines
Support Vector Regression - in Comparison to Linear Regression [Lecture 3.6]
Support Vector Machines (SVM) - the basics | simply explained
Machine Learning Tutorial Python - 10 Support Vector Machine (SVM)
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Last Updated: June 16, 2026
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