Lec-40: Support Vector Machines (SVMs) | Machine Learning
Support Vector Machines (SVMs) are one of the most powerful tools in a Machine Learning — but they can also feel a little intimidating at first. In this video, Varun sir will break down the concept of SVMs in a simple, beginner-friendly way so you can understand how they work and why they’re so effective in classification problems.
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Timestamps:
00:00 - Introduction of SVMs
01:15 - Hyperplane
04:52 - Support Vectors
04:57 - Margin
08:20 - Hard and Soft Margin
09:30 - Kernel function
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