Search results for: MACHINE LEARNING, MUSIC ANALYSIS, TONALITY

• 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

  e-Learning Courses

  • K. Draszawka

  The aim of the course is to familiarize students with the methods of deep learning for advanced data analysis. Typical areas of application of these types of methods include: image classification, speech recognition and natural language understanding. Celem przedmiotu jest zapoznanie studentów z metodami głębokiego uczenia maszynowego na potrzeby zaawansowanej analizy danych. Do typowych obszarów zastosowań tego typu metod należą:...

• Diploma Seminar (PG_00042079) D&PE 2023 Winter Semester

  e-Learning Courses

  • M. Deja

  Presentation of the topic, the main issues of the diploma thesis and the tasks of the diploma thesis completed so far. The topic of the presentation is the same as the topic of the diploma thesis. Presentation of a literature analysis, including, among others: 10 papers from journals related to the topic of the work. Submitting to e-learning platform: - pdf version of the presentation - printed description (max 4 pages) a  of the...