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 7, autumn 2024)

В этом треке мы собрали записи по NLP с офлайн-конференции Data Fest Siberia 3

Изучаются алгоритмы обучения с подкреплением, использующие нейронные сети.

Deep Reinforcement Learning

Дизайн систем машинного обучения. Введение для начинающих.

ML System Design. Autumn 22/23

Natural Language Processing course (stream 3, autumn 2022)

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

AIJ Contest

Natural Language Processing course (stream 1, autumn 2021)

Курс по графам знаний (Knowledge Graphs) и как их готовить в 2021 году.

KG Course 2021

Natural Language Processing course (stream 2, spring 2022)

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

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