Translation. Region: Russian Federal
Source: Novosibirsk State University –
An important disclaimer is at the bottom of this article.
Today, the Yandex Education student camp on NLP (Natural Language Processing) started at the Novosibirsk State University. It is attended by 100 students from IT departments of universities from all over the country. In two weeks, the participants will master key approaches to text processing, as well as work with large language models BERT, GPT and YandexGPT (used for content analysis and generation) in practice. At the end of the student camp, students will defend team projects that they can add to their own portfolios. Participants will teach artificial intelligence to structure information, find contradictions in texts, search for data in complex documents where text, tables and graphs are mixed, and also improve the reasoning skills of language models.
Minister of Digital Development and Communications of the Novosibirsk Region Sergey Tsukar emphasized: The Novosibirsk Region, as the capital of IT personnel, always supports the holding of various educational events on digital topics and is happy to host IT students from all over the country.
— In the Novosibirsk Region, 10 universities and 14 colleges train IT specialists. NSU is our reliable partner. The guys had a chance to study at one of the best universities — world-class and at one of the leading scientific centers of Russia — Akademgorodok. This is a unique opportunity — to get concentrated, fundamental knowledge in the field of artificial intelligence in two weeks, which usually takes months to study. Artificial intelligence is no longer just a trend, it is our reality today. I thank Yandex for such relevant, interesting, free educational projects, — noted Sergey Tsukar.
NSU has been cooperating with Yandex for many years. Based on Faculty of Mechanics and Mathematics of NSU A master's program was opened with the support of the School of Data Analysis – "Applied Machine Learning and Big Data". Many graduates of the program work in large IT companies.
— It is an honor for us that such an event is held at Novosibirsk University. The student camp is an intensive course in IT areas, which is held by Yandex Education together with the leading universities of our country. Of course, our university, which is located in the very center of Akademgorodok, is one of such universities. I hope that these two weeks will be truly intensive for you, there will be intense work. There was a very big competition for the student camp, the best were selected. You will leave here not only with new acquaintances, friends, new impressions, but also with new knowledge. You will be taught by experts from Yandex and our university. I think this will help you in your professional career, and in some time, I am sure, we will be proud of many of you, — said the rector of NSU, academician of the Russian Academy of Sciences Mikhail Fedoruk.
The first week of the student camp is devoted to getting acquainted with key approaches to NLP. Participants will understand the architecture of transformers (models that use the attention mechanism for fast learning), study methods of adaptation and interpretation of models, and master the tasks of classification, generation and error tolerance. They will also study advanced technologies: attention mechanisms, autoregressive models, multimodality and RAG (Retrieval Augmented Generation). In the second week, students will focus on practice: they will work with data analysis and the final defense of a project that solves real problems at the intersection of science and industry.
Kirill Barannikov, Head of Strategic Development of Higher Education at Yandex Education, notes:
— We focus on new formats of education, and student camps are one of them. Full-time intensive programs are open to students from all over Russia. They provide not only relevant knowledge, access to big tech technologies, but also the opportunity to meet practicing industry experts and teachers from the country's strongest universities. In addition, in two weeks, participants have time to put together a full-fledged project for their portfolio and immerse themselves in a new socio-cultural environment – the city and university where the student camp is taking place. Almost 1,200 students from 200 universities applied for the NLP program at NSU – the competition was about 12 people per place. The selected participants will study natural language processing technologies, which are used today in various fields: from developing voice assistants to analyzing big data.
More information about the student camp
Reference:
Yandex Education student camps are two-week intensive courses in mathematics, IT and artificial intelligence, which are held at leading Russian universities in a face-to-face format. Participating students come to the university for two weeks to immerse themselves in an educational program on a specific topic and create a team project for their own portfolio.
Experts from Yandex, SHAD and the host university participate in creating content for student camps. The creators of the program include both practicing specialists and theorists with experience in teaching.
The project is designed for 3rd-4th year undergraduate students who are already studying computer science at the university and have a base in programming and mathematics. Junior students can also participate in the selection if their knowledge allows them to master the program.
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