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Topics In Statistics: Statistical Learning Theory


The primary objective of this course is to check the generalization capability of a lot of in style machine studying algorithms corresponding to boosting, assist vector machines and neural networks. Topics embrace Vapnik-Chervonenkis idea, focus inequalities in product areas, and different components of empirical course of idea.



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