Machine Learning course at MIPT

This course aims to introduce students to contemporary state of Machine Learning and Artificial Intelligence. It is designed to take one year (two terms at MIPT) - approximately 2 * 15 lectures and seminars.

Video lectures:

advanced track (updated) (Fall 2020): Lectures youtube playlist, Practice sessions youtube playlist
basic track (updated) (Spring 2020): Lectures youtube playlist, Practice sessions youtube playlist
advanced track (Fall 2019): Lectures youtube playlist, Practice sessions youtube playlist
basic track (Spring 2019): Lectures youtube playlist

Complete course materials: `github repository`

Current launches

As of Winter-Spring 2021 we have two tracks: basic and advanced.

Communication

We make announcements on lectures and seminars and are glad to answer your questions regarding theory or homework.

Also for each launch we provide two Telegram resourсes:

Alerts channel announcements of important events: schedule changing, deadlines, etc. read this channel regularly to stay tuned
Course chat answers to your questions, course topic discussions and so on We do advise you to join both of them, relevant links are available on level pages.

Rules

We ask you:

don’t flood: chat contains lots of people - respect their time and attention. This especially regards tutors because we try to carefully read and respond to every message.
don’t spoil homework solutions. Discuss common approaches or specific topics.
don’t use foul language (including stickers), don’t be rude. Respect each other, be constructive.
try not to write direct messages to tutors because you are numerous but we are not. If you want to call particular person or draw attention use @mention