Практикоориентированный онлайн-курс по созданию реального продукта на данных с менторской поддержкой и возможностью поступить в магистратуру ИТМО без экзаменов

My First Data Project: от идеи к продукту

Дизайн систем машинного обучения. Введение для начинающих.

ML System Design. Autumn 22/23

AIJ Contest - an international online data analysis and AI competition held among industry developers and experts worldwide since 2016.

AIJ Contest

Natural Language Processing (NLP) is a domain of research whose objective is to analyze and understand human languages and develop technologies to enable human machine interactions with natural languages. NLP is an interdisciplinary field involving linguistics, computer sciences and artificial intelligence. The goal of this course is to provide students with comprehensive knowledge of NLP. Students will be equiped with the principles and theories of NLP, as well as various NLP technologies, including rule-based, statistical and neural network ones. After this course, students will be able to conduct NLP research and develop state-of-the-art NLP systems.

Natural Language Processing course (stream 1, autumn 2021)

Natural Language Processing course (stream 2, spring 2022)

Расскажем и покажем на практике, как мы умеем применять ML алгоритмы в различных областях жизни - от чисто бизнесовых вопросов до исследования космических частиц. Не забудем также затронуть вопросы жизненного цикла моделей и важности его автоматизации.

Active

My First Data Project: от идеи к продукту

ML System Design. Autumn 22/23

AIJ Contest

Natural Language Processing course (stream 1, autumn 2021)

Natural Language Processing course (stream 2, spring 2022)

Various ML applications: RecSys, MLOps, NLP, Physics, Geo