Магистратура 2025/2026

Нейронные сети и глубокое обучение

Статус: Курс обязательный (Бизнес-аналитика и системы больших данных)

Кто читает: Департамент бизнес-информатики

Когда читается: 2-й курс, 1, 2 модуль

Охват аудитории: для всех кампусов НИУ ВШЭ

Преподаватели: Джин Сеунгмин

Язык: английский

Course Syllabus

Abstract

In today's data-driven world, neural networks and deep learning are revolutionizing how we solve complex problems. This course empowers students to utilize visual programming tools that integrate with the latest deep learning frameworks, allowing them to intuitively and efficiently tackle real-world challenges. By focusing on practical problem-solving, students will learn to apply neural network models to derive actionable insights, enhancing their analytical capabilities in a user-friendly environment. The course will specifically utilize KNIME, showcasing its strengths in visual programming to facilitate the development and deployment of deep learning models. The course will also explore Explainable AI (XAI), helping students understand how to make AI models more transparent and understandable.