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Kniga "Supervised Machine Learning: Ischerpywaüschee rukowodstwo" doktora Subira Gupta prizwana obespechit' glubokoe ponimanie algoritmow kontroliruemogo mashinnogo obucheniq. Ona rasschitana na studentow, specialistow i issledowatelej i predlagaet chetkie ob#qsneniq i prakticheskie prilozheniq. Kniga sostoit iz treh osnownyh razdelow: wwedenie w fundamental'nye koncepcii i tipy kontroliruemogo obucheniq, detal'noe izuchenie algoritmow regressii i podrobnoe rassmotrenie algoritmow klassifikacii. Kazhdyj algoritm ob#qsnqetsq s pomosch'ü opredelenij, prakticheskogo ispol'zowaniq, psewdokoda i obsuzhdeniq ih ogranichenij. Rukowodstwo prizwano stat' cennym istochnikom informacii dlq wseh, kto hochet äffektiwno primenqt' metody mashinnogo obucheniq dlq resheniq real'nyh zadach.