Year -

• Deep neural networks for data analysis 24/25

  e-Learning Courses

  This course covers introduction to supervised machine learning, construction of basic artificial deep neural networks (DNNs) and basic training algorithms, as well as the overview of popular DNNs architectures (convolutional networks, recurrent networks, transformers). The course introduces students to popular regularization techniques for deep models. Besides theory, large part of the course is the project in which students apply...

• Deep Learning Basics 2023/24

  e-Learning Courses

  A course about the basics of deep learning intended for students of Computer Science. It includes an introduction to supervised machine learning, the architecture of basic artificial neural networks and their training algorithms, as well as more advanced architectures (convolutional networks, recurrent networks, transformers) and regularization and optimization techniques.

• Decision analysis

  e-Learning Courses

• Data warehouses 2026/2027

  e-Learning Courses

• Data quality assurance

  e-Learning Courses

• Data Mining 2023/24

  e-Learning Courses

• Data Mining 2021/2022

  e-Learning Courses

  This is a web page for our course in Data Mining.