Support Vector Machines
Machine learning algorithms that use inner products centrally for classification and creating boundaries between classes.
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Videos Mentioning Support Vector Machines
Charles Isbell and Michael Littman: Machine Learning and Education | Lex Fridman Podcast #148
Lex Fridman
A specific algorithm mentioned as part of the implementation assignment for students in Charles Isbell's machine learning class.
Vladimir Vapnik: Statistical Learning | Lex Fridman Podcast #5
Lex Fridman
A foundational concept in statistical learning, co-invented by Vladimir Vapnik, used for classification and regression analysis.
Ian Goodfellow: Generative Adversarial Networks (GANs) | Lex Fridman Podcast #19
Lex Fridman
A type of machine learning algorithm that was common before deep learning, characterized by operations done in parallel rather than in series.
Graphs, Vectors and Machine Learning - Computerphile
Computerphile
Machine learning algorithms that use inner products centrally for classification and creating boundaries between classes.
Why You Can't Focus - 5 Mistakes Keeping You Distracted
Cal Newport