Wyniki wyszukiwania dla: Artificial neural networks

• 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 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 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

• 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.

• Computer Networks-laboratories - 2023

  Kursy Online

  • M. Hoeft
  • T. Gierszewski
  • I. Szczypior
  • J. Grochowski
  • J. Rak
  • W. Gumiński
  • K. Jurczenia
  • K. Gierłowski
  • K. Nowicki

  Acquiring the skills to design, build and configure computer networks. Demonstration of skills to identify and analyze selected protocols and mechanisms of LAN and WAN networks.

• Computer Networks laboratories 2024

  Kursy Online

  • M. Hoeft
  • T. Gierszewski
  • I. Szczypior
  • J. Grochowski
  • J. Rak
  • W. Gumiński
  • K. Jurczenia
  • K. Gierłowski
  • K. Nowicki

  Acquiring the skills to design, build and configure computer networks. Demonstration of skills to identify and analyze selected protocols and mechanisms of LAN and WAN networks.

• Artificial Intelligence

  Kursy Online

  • J. Dembski
  • M. Smiatacz

• Artificial intelligence

  Kursy Online

  • J. Dembski
  • M. Smiatacz

• Computer Networks EN 2022

  Kursy Online

  • J. Woźniak
  • J. Grochowski
  • K. Gierłowski

  The student becomes familiar with the network layered logical architectures, classifies the basic problems of network communication and identifies and analyzes selected protocols and mechanisms of LAN and WAN (IP) networks.

• Computer Networks EN 2023

  Kursy Online

  • M. Hoeft
  • J. Woźniak
  • J. Grochowski
  • K. Gierłowski

  The student becomes familiar with the network layered logical architectures, classifies the basic problems of network communication and identifies and analyzes selected protocols and mechanisms of LAN and WAN (IP) networks.

• L23_24 Artificial Intelligence in Healthcare

  Kursy Online

  • J. Rumiński

• Modeling the Networks - ed. 2021/2022

  Kursy Online

  The goal of this course is to present optimization problems for road networks, where the road network is a set of n distinct lines, or n distinct (open or closed) line segments, in the plane, such that their union is a connected region.

• Artificial Intelligence - Summer 2023/24

  Kursy Online

  • J. Dembski
  • A. Sobociński

• Selected aspects of the design of artificial organs

  Kursy Online

  • P. Jasiński

  dla III stopnia EiT+IBM

• Computer Networks - lectures 2024/2025

  Kursy Online

  • M. Hoeft
  • A. Tomaszewski
  • J. Grochowski
  • K. Gierłowski

  Student uczy się: jak mówić o sieciach komputerowych - poznaje podstawowe pojęcia (np. protokół komunikacyjny), ich znaczenie i związki; jak sieci komuterowe są zbudowane i wykorzystywne - uczy się podstaw działania sieci (np. komutacja pakietów) i architektury sieci (np. płaszczyzny sieci) oraz poznaje podstawowe technologie sieciowe (np. protokół IP); jak sieci komputerowe ewoluują - poznaje historię rozwoju sieci, ewolucję wymagań,...

• 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

• Radio Communication Antennas and MIMO Techniques (2023/24)

  Kursy Online

  • J. Magiera

  Course assigned to the following subject: - Radio Communication Antennas and MIMO Techniques (profile Radio Communication Systems and Networks [EN])

• 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...

• Theory of urbanism IV

  Kursy Online

  • K. Krośnicka

  The aim of the course is to familiarize the student with the complexity of the process of functioning and development of cities, including: - hierarchical spatial (morphology) and functional structure of cities on models (the hierarchy of services and public spaces) - networks and systems that make up the city (environmental system, technical and social infrastructure) - role and importance of the district in the structure of...

• [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...

• TRANSFER OF ELECTRIC ENERGY [2023/24]

  Kursy Online

  • J. Klucznik

  Course content: Basic information on the structure of the power system, the major devices (components) for generation, transmission and distribution of electricity. Active and reactive power generation and their sources. Power supply networks. Tasks, structure, parameters. AC and DC transmission of electricity. Equivalent diagrams of the components of the power system. Steady state load flow calculation: currents, voltage,...

• TRANSFER OF ELECTRIC ENERGY [2022/23]

  Kursy Online

  • J. Klucznik

  Course content: Basic information on the structure of the power system, the major devices (components) for generation, transmission and distribution of electricity. Active and reactive power generation and their sources. Power supply networks. Tasks, structure, parameters. AC and DC transmission of electricity. Equivalent diagrams of the components of the power system. Steady state load flow calculation: currents, voltage,...

• TRANSFER OF ELECTRIC ENERGY [2024/25]

  Kursy Online

  Course content: Basic information on the structure of the power system, the major devices (components) for generation, transmission and distribution of electricity. Active and reactive power generation and their sources. Power supply networks. Tasks, structure, parameters. AC and DC transmission of electricity. Equivalent diagrams of the components of the power system. Steady state load flow calculation: currents, voltage, power,...

• Theory of Urban Design

  Kursy Online

  • M. Delso Páez
  • J. Breś
  • K. Krośnicka

  The aim of the course is to understand the complexity of the process of functioning and development of cities, including: -city hierarchical spatial  models (morphology) and functional structure on models (the hierarchy of services and public spaces) -networks and systems that make up the city (environmental system, technical and social infrastructure) -role and importance of the district/neighbourhood in the structure of the...

• TRANSFER OF ELECTRIC ENERGY [2024/25]

  Kursy Online

  • J. Klucznik

  Course content: Basic information on the structure of the power system, the major devices (components) for generation, transmission and distribution of electricity. Active and reactive power generation and their sources. Power supply networks. Tasks, structure, parameters. AC and DC transmission of electricity. Equivalent diagrams of the components of the power system. Steady state load flow calculation: currents, voltage,...

• Oprogramowanie Systemów Elektronicznych 2023/2024

  Kursy Online

  • M. Kowalewski

  {mlang pl} Cel kursu: Programowanie urządzeń pomiarowych, obsługa interfejsów komputerowych, poznanie mechanizmów zwiększania wydajności oprogramowania (Win32 API, DLL, ODBC), projektowanie aplikacji wielozadaniowych. Dla studentów jakiego kierunku/stopnia studiów dany kurs jest przeznaczony: Przedmiot prowadzonych na studiach II stopnia.Obowiązkowy dla specjalności "Komputerowe Systemy Elektroniczne" i "Computer Electronic...

• Oprogramowanie Systemów Elektronicznych 2021/2022

  Kursy Online

  • M. Kowalewski

  {mlang pl} Cel kursu: Programowanie urządzeń pomiarowych, obsługa interfejsów komputerowych, poznanie mechanizmów zwiększania wydajności oprogramowania (Win32 API, DLL, ODBC), projektowanie aplikacji wielozadaniowych. Dla studentów jakiego kierunku/stopnia studiów dany kurs jest przeznaczony: Przedmiot prowadzonych na studiach II stopnia.Obowiązkowy dla specjalności "Komputerowe Systemy Elektroniczne" i "Computer Electronic...

• Infosystemy Elektroniczne 2023/2024

  Kursy Online

  • M. Kowalewski

  {mlang pl} Cel kursu: Poznanie zasad funkcjonowania różnorodnych infosystemów elektronicznych, obejmujących zastosowania przemysłowe i komercyjne elektroniki. Dla studentów jakiego kierunku/stopnia studiów dany kurs jest przeznaczony: Przedmiot prowadzonych na studiach II stopnia.Obowiązkowy dla specjalności "Komputerowe Systemy Elektroniczne" i "Computer Electronic Systems" na kierunku Elektronika.Obieralny dla specjalności...

• Infosystemy Elektroniczne 2021/2022

  Kursy Online

  • M. Kowalewski

  {mlang pl} Cel kursu: Poznanie zasad funkcjonowania różnorodnych infosystemów elektronicznych, obejmujących zastosowania przemysłowe i komercyjne elektroniki. Dla studentów jakiego kierunku/stopnia studiów dany kurs jest przeznaczony: Przedmiot prowadzonych na studiach II stopnia.Obowiązkowy dla specjalności "Komputerowe Systemy Elektroniczne" i "Computer Electronic Systems" na kierunku Elektronika.Obieralny dla specjalności...

• Elective seminar: Designing Urban Lighting for the Built Environment – from Theory to Practice

  Kursy Online

  • K. Zielińska-Dąbkowska
  • A. Zdanowicz

  Goal of the course:    Understanding the basic design issues related to illumination of the exterior spaces in the built environment  Course content / class schedule:   1.Student will learn the difference between Functional versus Decorative lighting in exterior spaces 2. Student will learn how artificial lighting can shape the appearance of an urban space 3. Student will learn necessary tools (luminaires, light sources,...

• Radiowe sieci BAN - 2022/2023

  Kursy Online

  • P. Rajchowski
  • S. J. Ambroziak
  • J. Sadowski

  Kurs jest przeznaczony dla studentów 7-go semestru studiów I stopnia na kierunku Elektronika i Telekomunikacja. Cel kursu:Zapoznanie się z radiowymi sieciami działającymi w obrębie i w bezpośrednim otoczeniu ciała ludzkiego (WBAN - Wireless Body Area Networks), ich parametrami i właściwościami uwzględniającymi wpływ ciała ludzkiego, a także z podstawowymi zastosowaniami. Treść wykładu 1. Radiowe sieci działające w obrębie i...

• Radiowe sieci BAN - 2024/2025

  Kursy Online

  • P. Rajchowski
  • S. J. Ambroziak
  • J. Sadowski

  Kurs jest przeznaczony dla studentów 7-go semestru studiów I stopnia na kierunku Elektronika i Telekomunikacja. Cel kursu:Zapoznanie się z radiowymi sieciami działającymi w obrębie i w bezpośrednim otoczeniu ciała ludzkiego (WBAN - Wireless Body Area Networks), ich parametrami i właściwościami uwzględniającymi wpływ ciała ludzkiego, a także z podstawowymi zastosowaniami. Treść wykładu 1. Radiowe sieci działające w obrębie i...

• Radiowe sieci BAN - 2023/2024

  Kursy Online

  • P. Rajchowski
  • S. J. Ambroziak
  • J. Sadowski

  Kurs jest przeznaczony dla studentów 7-go semestru studiów I stopnia na kierunku Elektronika i Telekomunikacja. Cel kursu:Zapoznanie się z radiowymi sieciami działającymi w obrębie i w bezpośrednim otoczeniu ciała ludzkiego (WBAN - Wireless Body Area Networks), ich parametrami i właściwościami uwzględniającymi wpływ ciała ludzkiego, a także z podstawowymi zastosowaniami. Treść wykładu 1. Radiowe sieci działające w obrębie i...

• Baltic Smart Asset Management - Training Module

  Kursy Online

  • A. Rogala
  • P. Rybarczyk

  Baltic Smart Asset Management is an international project co-financed by the funds from Interreg South Baltic Programme 2014-2020. The aim of the project is to develop methods, transnational collaboration processes and knowledge about Smart Asset Management (SAM) for District Heating (DH) sector. The training module will help to spread the professional knowledge on new solutions and applications of SAM methods to promote data-driven...

• Elective Seminar: Loft - Before and Nowadays - Creative Contest for Architects and Designers

  Kursy Online

  • K. Zielińska-Dąbkowska
  • M. Gawdzik
  • A. Zdanowicz

    As part of the elective seminar, students working in groups of 3 people will prepare architectural and lighting concept for an international competition: "LOFT-BEFORE AND NOWADAYS" organized by the Polish Lighting Industry Association), co-organized by Goczołowie Architekci OVO Grąbczewscy Architects and the SOMA Agency, the organizer of the International LIGHT Fair. More information here about the competition here: https://lightfair.pl/green-shoots-competition/ The...

• Elective Project II: MOVABLE HOUSE – the home of a Modern Nomad

  Kursy Online

  • K. Zielińska-Dąbkowska
  • M. Gawdzik

    As part of the elective seminar, students working in groups of 3 people will prepare architectural and lighting concept for an international competition: "MOVABLE HOUSE – The Home of a Modern Nomad " organized by the Polish Lighting Industry Association), co-organized by Goczołowie Architekci OVO Grąbczewscy Architects and the SOMA Agency, the organizer of the International LIGHT Fair. More information here about the competition...

• Zaawansowane Metody Pomiarowe i Diagnostyczne 2022/2023

  Kursy Online

  • Z. Czaja
  • G. Lentka
  • J. Smulko
  • A. Kwiatkowski
  • M. Kowalewski

  {mlang en} 1. Introduction/Guide for the use of the International System of Units2. Rules and style conventions for expressing values of quantities.3. The role of measurement uncertainty in conformity assessment. 4. Probabilistic model for measurement processes, estimation theory5. Analog-digital conversion methods6. Selected structures of classical analog-digital converters7. New techniques of analog-digital conversion: sigma-delta...

• Zaawansowane Metody Pomiarowe i Diagnostyczne 2023/2024

  Kursy Online

  • Z. Czaja
  • G. Lentka
  • J. Smulko
  • A. Kwiatkowski
  • M. Kowalewski

  {mlang en} 1. Introduction/Guide for the use of the International System of Units2. Rules and style conventions for expressing values of quantities.3. The role of measurement uncertainty in conformity assessment. 4. Probabilistic model for measurement processes, estimation theory5. Analog-digital conversion methods6. Selected structures of classical analog-digital converters7. New techniques of analog-digital conversion: sigma-delta...

• Zaawansowane Metody Pomiarowe i Diagnostyczne 2024/2025

  Kursy Online

  • Z. Czaja
  • G. Lentka
  • A. Kwiatkowski
  • B. Stawarz-Graczyk
  • M. Kowalewski

  {mlang en} 1. Introduction/Guide for the use of the International System of Units2. Rules and style conventions for expressing values of quantities.3. The role of measurement uncertainty in conformity assessment. 4. Probabilistic model for measurement processes, estimation theory5. Analog-digital conversion methods6. Selected structures of classical analog-digital converters7. New techniques of analog-digital conversion: sigma-delta...