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 3, autumn 2022)

Дизайн систем машинного обучения. Введение для начинающих.

ML System Design. Autumn 22/23

Лучшие из лучших в 2020 году

🎄ODS Awards 2020 ⭐

MTC. Your first recsys

Matching соревнование по машинному обучению: научитесь угадывать одних и тех же клиентов по их поведению на данных транзакций и кликстрима. 3 задачи, 2 номинации и 2 000 000 рублей!

Data Fusion Contest 2022

Продвинутые подходы и инструменты для разработки и внедрения ML-решений в production.

Active

Natural Language Processing course (stream 3, autumn 2022)

ML System Design. Autumn 22/23

🎄ODS Awards 2020 ⭐

MTC. Your first recsys

Data Fusion Contest 2022

MLOps и production подход к ML исследованиям