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We kindly ask all participants, including remote ones and those
watching recorded videos, to register at https://forms.gle/i4oGcDHYQ8mNwvPq7.
The concepts of stochastic analysis will be commented in detail and illustrated with examples, and the methods of machine analysis will be demonstrated on working examples. Knowledge of the basics of probability theory and mathematical statistics is desirable, but not necessary - all concepts will be introduced in the course. Machine learning methods will be presented from scratch. The course will be of interest to anyone interested in how mathematics is applied to machine learning, and who wants to understand the basics of machine learning from a mathematician's point of view. Please, address Roman Shamin, roman@shamin.ru, for Zoom data.
Financial support. The course is supported by the Ministry of Science and Higher Education of the Russian Federation (the grant to the Steklov International Mathematical Center, Agreement no. 075-15-2022-265). RSS: Forthcoming seminars
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