Neural Networks and Deep Learning

2024/2025

Учебный год

ENG

Обучение ведется на английском языке

Кто читает:

Департамент больших данных и информационного поиска

Статус:

Курс обязательный

Когда читается:

2-й курс, 2, 3 модуль

Преподаватель

Саночкин Юрий Ильич

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.