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https://my.compscicenter.ru/attachments/classes/slides_AkLJzvLB/machine_learning_1_lecture_041013.pdf
Машинное обучение: обзор целевых функций machine_learning_1_lecture_041013.pdf -
https://my.compscicenter.ru/attachments/classes/slides_NkK0P4Ky/machine_learning_1_lecture_111013.pdf
Переборные методы: сэмплирование machine_learning_1_lecture_111013.pdf -
https://my.compscicenter.ru/attachments/classes/slides_N1Kl91Lb/machine_learning_1_lecture_050412.pdf
Обзор методов оптимизации (по Ю.Е. Нестерову) machine_learning_1_lecture_050412.pdf -
https://my.compscicenter.ru/attachments/classes/slides_NZWqVXKn/machine_learning_1_lecture_260916.pdf
Один эксперимент machine_learning_1_lecture_260916.pdf -
https://repositorioacademico.upc.edu.pe/bitstream/handle/10757/632711/CC57_Machine_Learning_201502.pdf?sequence=1&isAllowed=y
Machine Learning-CC57-201502 -
https://repositorioacademico.upc.edu.pe/bitstream/handle/10757/632713/CC57_Machine_Learning_201601.pdf?sequence=1&isAllowed=y
Machine Learning-CC57-201601 -
https://kncmap.com/media/course_documents/MACHINE_LEARNING_WORKINGS.pdf
KNCMAP | Educational Courses -
https://www.asms.org/docs/default-source/conference-short-slides/machine-learning--slides2025.pdf?sfvrsn=5ba84cc3_0
Short Courses Summary slides -
https://www.wolter.tech/wordpress/wp-content/uploads/2024/08/Advanced_Machine_Learning_03_24.pdf
Moritz' Machine Learning Blog Evaluation -
https://my.compscicenter.ru/attachments/classes/slides_EZe4DVLX/machine_learning_1_lecture_181119.pptx
Линейные модели IV machine_learning_1_lecture_181119.pptx -
https://my.compscicenter.ru/attachments/classes/slides_MvZbeMLG/machine_learning_1_lecture_010312.pptx
Отличия от стохастической оптимизации. Переобучение. Оценка качества обучения. Overfitting on validation. Кроссвалидация machine_learning_1_lecture_010312.pptx -
https://my.compscicenter.ru/attachments/classes/slides_PKobQJ2z/machine_learning_1_lecture_111119.pptx
Линейные модели III machine_learning_1_lecture_111119.pptx -
https://my.compscicenter.ru/attachments/classes/slides_vZbPgXKG/machine_learning_1_lecture_011018.pptx
Feature Selection machine_learning_1_lecture_011018.pptx -
https://my.compscicenter.ru/attachments/classes/slides_g2BzVn2A/machine_learning_1_lecture_291018.pptx
Линейные модели II machine_learning_1_lecture_291018.pptx
