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SUMMARY:Grigor Aslanyan (Google LLC)
DTSTART:20211217T140000Z
DTEND:20211217T150000Z
DTSTAMP:20260423T052759Z
UID:YMC/29
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/YMC/29/">Int
 roduction to machine learning</a>\nby Grigor Aslanyan (Google LLC) as part
  of Yerevan Mathematical Colloquium\n\n\nAbstract\nIn this talk I will giv
 e a general introduction to machine learning for math students\, with a fo
 cus on the statistical foundations. We will discuss supervised and unsuper
 vised learning\, some examples of commonly used models\, such as linear an
 d logistic regression\, decision trees\, and deep neural networks. We will
  go over training and evaluation methods\, bias versus variance\, and the 
 bootstrap. We will also discuss common application areas.\n
LOCATION:https://researchseminars.org/talk/YMC/29/
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