Wyniki wyszukiwania dla: deep neural networks, explainable artificial intelligence, adver-sarial attacks

• Deep neural networks for data analysis 24/25

  Kursy Online

  • 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...

• Deep Learning Basics 2023/24

  Kursy Online

  • 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

  Kursy Online

  • 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:...

• Deep neural networks for data analysis 27/28

  Kursy Online

  • K. Draszawka

• Deep neural networks for data analysis 25/26

  Kursy Online

  • K. Draszawka

• Deep neural networks for data analysis 26/27

  Kursy Online

  • K. Draszawka

• Artificial Intelligence

  Kursy Online

  • J. Dembski
  • M. Smiatacz

• Artificial intelligence

  Kursy Online

  • J. Dembski
  • M. Smiatacz

• L23_24 Artificial Intelligence in Healthcare

  Kursy Online

  • J. Rumiński

• Artificial Intelligence - Summer 2023/24

  Kursy Online

  • J. Dembski
  • A. Sobociński

• Computational Intelligence - 2023

  Kursy Online

  • Z. Kowalczuk
  • T. Białaszewski

  Widening the students knowledge about the selected methods of artificial intelligence

• Computational Intelligence 2022

  Kursy Online

  • Z. Kowalczuk
  • T. Białaszewski
  • H. Kormański

  Widening the students knowledge about the selected methods of artificial intelligence

• Computational Intelligence - sem. 2022/23

  Kursy Online

  • Z. Kowalczuk
  • T. Białaszewski

  Widening the students knowledge about the selected methods of artificial intelligence

• Computational Intelligence - 2023/2024 sem.

  Kursy Online

  • Z. Kowalczuk
  • T. Białaszewski

  Widening the students knowledge about the selected methods of artificial intelligence

• Computational Intelligence - sem. 2023/2024

  Kursy Online

  Widening the students knowledge about the selected methods of artificial intelligence

• Architectural project V Design for all

  Kursy Online

  • J. Cudzik
  • D. Sędzicki
  • M. Gawdzik

  This course centers on designing a modern hotel/student dormitory incorporating additional ground-floor services, such as restaurants, shops, and conference spaces. Students will tackle the challenge of creating a dynamic and flexible design responsive to the urban context and sustainability goals while using advanced conceptual tools such as artificial intelligence.This course aims to guide students in designing a hotel that serves...

• [Soft Skills] Smart metering - social risk perception and risk governance (2023/2024)

  Kursy Online

  • S. Potrykus
  • M. Jaskólski
  • A. Augusiak

  The aim of the course is to broaden the understanding of the risks associated with technology and to present the concept of social risk perception and risk management in the context of smart metering technology. In the current phase of technological development - called the Fourth Industrial Revolution - rapid and profound changes are creating new, particularly destabilizing threats. In the increasingly complex technological systems...

• Smart metering - social risk perception and risk governance (10h, 2 ECTS credits)

  Kursy Online

  • M. Galik
  • A. Klej

  The goal of the course is to broaden the understanding of technology-related risks and to present the concepts of social risk perception and risk governance in the context of smart metering technology. In current phase of technological development – known as the fourth industrial revolution – rapid and profound changes are setting up new and particularly destabilizing risks. In more and more complex technological systems that constitute...

• Interactive Decision Making, Inżynieria Środowiska, Environmental Engineering, 2023/2024 (summer semester)

  Kursy Online

  • A. Jakubczyk-Gałczyńska
  • A. Siemaszko

  The course is designed for students of MSc Studies in Environmental Engineering (studies in Polish and English) Person responsible for the subject, carrying out lectures and tutorials: mgr inż. Agata.Siemaszko; agata.siemaszko@pg.edu.pl The person conducting the lectures and tutorials: dr inż. Anna Jakubczyk-Gałczyńska; anna.jakubczyk@pg.edu.pl The course is conducted using the Project-Based Learning (PBL) method. It provides...