Imperial Collegue London Machine Learning & Deep Learning online-course

Artem Maevskiy, LAMBDA researcher, participated in giving an Imperial Collegue London (ICL) Machine Learning & Deep Learning online-course.

Artem Maevskiy, LAMBDA researcher, participated in giving an ICL Machine Learning & Deep Learning online-course.

The organizer is the Yandex School of Data Analysis. Lectures were delivered by Viktor Kitov (Moscow State University). Seminarians were Artem Maevskiy and Sergey Shirobokov (ICL).

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The topics covered include:

▫️key concepts of ML

▫️data preprocessing

▫️ensemble methods, bias-variance tradeoff, boosting

▫️multilayer perceptron

▫️NNs for computer vision; convolutional NN architectures

▫️GANs

▫️recurrent nets 

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Course materials are available on GitHub.