In this course, we discuss the forefront of modern research in learning from sequence data. The course takes a walk from the basics of sequence processing to modern deep learning approaches. We aim at covering both fundamental and modern advances in this area not commonly discussed in undergraduate or graduate Machine Learning and Deep Learning classes.

Models of Sequence Data

Instructor: Alexey Zaytsev

Syllabus

Lesson Plans

List of Projects

👨‍💻 Github for Seminars

👩‍💻 Github for Lectures

📼 Lecture Videos

Weekly Schedule

Mon


Off

Tue


16:00-19:00 Lecture

Wed


Off

Thu


Off

Fri


12:30-15:30 Lecture

Announcements

<aside> ☝ Course starts on Tuesday online at https://skoltech-ru.zoom.us/j/8110978222?pwd=RjZzdnZhVVN5WUMxam43QVBGOXIwUT09!

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Schedule