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Advanced Machine Learning

Anton Konushin, Alexey Artemov, Andrei Zimovnov, Ekaterina Lobacheva, Alexander Panin, Evgeny Sokolov, Nikita Kazeev, Andrei Ustyuzhanin, Mikhail Hushchyn, Dmitry Altukhov, Dmitry Ulyanov, Marios Michailidis, Alexander Guschin, Mikhail Trofimov, Daniil Polykovskiy, Alexander Novikov, Anna Potapenko, Anna Kozlova, Sergey Yudin, Alexey Zobnin, Pavel Shvechikov, and Зимовнов Андрей Вадимович

This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving real-world problems and help you to fill the gaps between theory and practice. Upon completion of 7 courses you will be able to apply modern machine learning methods in enterprise and understand the caveats of real-world data and settings.

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Time

265 hours

Via

Coursera

Institutions

Higher School of Economics

National Research University Higher School of Economics

HSE University

Instructors

Anton Konushin

Alexey Artemov

Andrei Zimovnov

Ekaterina Lobacheva

Alexander Panin

Evgeny Sokolov

Nikita Kazeev

Andrei Ustyuzhanin

Mikhail Hushchyn

Dmitry Altukhov

Dmitry Ulyanov

Marios Michailidis

Alexander Guschin

Mikhail Trofimov

Daniil Polykovskiy

Alexander Novikov

Anna Potapenko

Anna Kozlova

Sergey Yudin

Alexey Zobnin

Pavel Shvechikov

Зимовнов Андрей Вадимович

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