Search results for: machine learning

• Machine learning for PhD students

  e-Learning Courses

  • W. Artichowicz

  An introductory course in machine learning for PhD students from Department of Geotechnical and Hydraulic Engineering

• Systemy z Uczeniem Maszynowym / Systems with Machine Learning

  e-Learning Courses

  • J. Cychnerski

• Systemy z Uczeniem Maszynowym / Systems with Machine Learning 2022/2023

  e-Learning Courses

  • J. Cychnerski

• Podstawy uczenia maszynowego AI

  e-Learning Courses

  Podstawy uczenia maszynowego. Machine Learning fundamentals.

• Deep Learning Basics 2023/24

  e-Learning Courses

  • K. Draszawka

  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.

• Deep neural networks for data analysis 24/25

  e-Learning Courses

  • J. Cychnerski
  • K. Draszawka

  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...