Search results for: neural embeddings

• 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:...

• 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...

• Deep neural networks for data analysis 27/28

  e-Learning Courses

  • K. Draszawka

• Deep neural networks for data analysis 25/26

  e-Learning Courses

  • K. Draszawka

• Deep neural networks for data analysis 26/27

  e-Learning Courses

  • K. Draszawka

• 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.

• Intelligent information services 23/24

  e-Learning Courses

  • J. Szymański

  Information retrieval Text categorization Natural language processing

• Summer Rural Practice

  e-Learning Courses

  • A. Kurkowska
  • P. Duch-Żebrowska

  Summer practice - rural analysis, works with the map, terrain and people.

• Rural Design Studio

  e-Learning Courses

  • A. Wróblewska
  • P. Duch-Żebrowska

  This design studio aims to ensure that new development in the countryside does not detrimentally affect its setting and is appropriate in terms of design, scale, siting and character.The workshop aims to promote development which compliments rural landscape character; reconciling the requirements of a modern lifestyle with the principles underpinning traditional rural development while promoting “distinctive”, good quality, contemporary...

• Rural Design Lectures

  e-Learning Courses

  • P. Duch-Żebrowska
  • K. Zielonko-Jung

  The lectures are aiming to provide the students with the general understanding of the vernacular architecture, landscape, future, resilience and history.

• Rural Design Studio - 2023

  e-Learning Courses

  • Z. Afzali
  • P. Duch-Żebrowska
  • M. Koperska-Kośmicka

  This design studio aims to ensure that new development in the countryside does not detrimentally affect its setting and is appropriate in terms of design, scale, siting and character.The workshop aims to promote development which compliments rural landscape character; reconciling the requirements of a modern lifestyle with the principles underpinning traditional rural development while promoting “distinctive”, good quality, contemporary...

• Rural Design Studio- 2024

  e-Learning Courses

  • P. Duch-Żebrowska
  • M. Mochulska
  • M. Koperska-Kośmicka

  Summer practice - rural analysis, works on the map, in a terrain and with the people and subsequent Design Studio in winter semester of 2024/25

• Theory of Rural Architecture - EXAM

  e-Learning Courses

  • P. Duch-Żebrowska

  The series of lectures touching upon the history of rural architecture and regarding the composition of landscape designs. The lectures were designed to give students of architecture the tools to work with the nature and strengthen the presence of green spaces in their future designs. The exam is prepared to check what skills and competencies have been gained during the course.  

• Theory of Rural Design 2024

  e-Learning Courses

  • P. Duch-Żebrowska
  • M. Mochulska

  The lectures are aiming to provide the students with the general understanding of the vernacular architecture, landscape, future, resilience and history.

• [NCh, ICh] Physical Chemistry of Organic Compounds in Natural Waters

  e-Learning Courses

  {mlang pl} Dyscyplina: Nauki chemiczne Zajęcia obieralne dla doktorantów Prowadzący:  prof. dr hab. Tadeusz Górecki Liczba godzin: 15   {mlang} {mlang en} Discipline: Chemical science Elective course for  PhD students Academic teacher: prof. dr hab. inż. Tadeusz Górecki Total hours of training: 15 teaching hours {mlang}

• KPŚ Rural project III ENG & Erasmus V, VII

  e-Learning Courses

  • A. Kurkowska
  • P. Duch-Żebrowska
  • B. Bou Kalfouni

• Fuel, Oils and Greases, W, E, sem.01, zimowy 22/23

  e-Learning Courses

  Division and origin of fuels. Fossil energy resources in Poland and in the world. Production and structure of fuel consumption. Main directions of crude oil processing. Classification and physical properties of gaseous and liquid fuels - natural gas, gasoline, kerosene, diesel oil, heating oil. Classification and characteristic indicators of solid fuels - hard coal, lignite, peat. Fuel contaminants and methods of their removal....

• Fuel, Oils and Greases, W, E, sem.03, zimowy 22/23

  e-Learning Courses

  • P. Bzura

  Division and origin of fuels. Fossil energy resources in Poland and in the world. Production and structure of fuel consumption. Main directions of crude oil processing. Classification and physical properties of gaseous and liquid fuels - natural gas, gasoline, kerosene, diesel oil, heating oil. Classification and characteristic indicators of solid fuels - hard coal, lignite, peat. Fuel contaminants and methods of their removal....

• Electric Machines Virtual Laboratory

  e-Learning Courses

  • F. Kutt
  • M. Michna
  • G. A. Kostro
  • R. Ryndzionek
  • Ł. Sienkiewicz

  This is an educational aid for students. It shows the environment of industrial application of electric machines and allows for a look inside them. Users can see the main components of the power system in its natural environment. This course is to allow access to the VR app – Electric Machines Virtual Laboratory.

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

  e-Learning Courses

  • 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...

• Wprowadzenie do sztucznej inteligencji - 2023/2024

  e-Learning Courses

  • B. Kostek
  • P. Szczuko
  • K. Marciniuk

  Celem przedmiotu jest zaznajomienie studentów z podstawami sztucznej inteligencji, rozumianej jako inteligentne techniki obliczeniowe, systemy uczące się, systemy decyzyjne czy systemy ekspertowe. Dodatkowo istotnym elementem wykładu jest zapoznanie studentów z wybranymi metodami inteligentnego przetwarzania sygnałów i danych oraz procesem przetwarzania wiedzy w oparciu o wnioskowanie formułowane w postaci reguł decyzyjnych. Uzyskana...

• LAND ART / CZŁOWIEK W NATURZE / NATURA CZŁOWIEKA / LAND ART / MAN IN NATURE / HUMAN NATURE

  e-Learning Courses

  • P. Sasin

  Komponent modułu przedmiot Kompozycja - koordynator modułu: prof. Krzysztof Wróblewski Prowadzący: dr hab. Janusz Tkaczuk, prof. uczelni  mgr Paweł Sasin  english version below Kompozycja rzeźbiarska w przestrzeni: zaprojektowanie rzeźbiarskiego układu jednej lub kilku form abstrakcyjnych wynikających z inspiracji sztuką land art’u. Miejscem zbudowania kompozycji jest środowisko naturalne. Punkt wyjścia to określenie wzajemnej...

• Fluid Mechanics and Hydraulics EE Msc sem. I r.a. 22/23

  e-Learning Courses

  • P. Zima
  • A. M. Mustafa

  Basic definitions. Physical properties of liquids. Forces acting on fluids. Hydrostatics - basic equations. Pressure on a flat and curved wall. Buoyancy. Archimedes' law. Balance of submerged bodies. The balance of floating bodies. Hydrodynamics. Hydrodynamic quantities. Continuity equation for the liquid stream. Bernoulli equation. Basic laws of hydrodynamics. Equation of mass behavior, preservation of the amount of motion, Bernoulli's...

• Fluid Mechanics and Hydraulics EE Msc sem. I r.a. 23/24

  e-Learning Courses

  • P. Zima

  Basic definitions. Physical properties of liquids. Forces acting on fluids. Hydrostatics - basic equations. Pressure on a flat and curved wall. Buoyancy. Archimedes' law. Balance of submerged bodies. The balance of floating bodies. Hydrodynamics. Hydrodynamic quantities. Continuity equation for the liquid stream. Bernoulli equation. Basic laws of hydrodynamics. Equation of mass behavior, preservation of the amount of motion, Bernoulli's...

• Inter Applied Chemistry Programme 5 Intorduction to hazard assessment of chemicals Marta Markiewicz

  e-Learning Courses

  • A. Głowacz-Różyńska
  • M. Tobiszewski
  • C. Jungnickel
  • P. Filipkowski

  Inter Applied Chemistry Programme 5 Intorduction to hazard assessment of chemicals Marta Markiewicz Marta Markiewicz obtained a Master’s degree in Biotechnological Engineering in 2007 from Koszalin University of Technology with the thesis focusing on recovery of native proteins from industrial waste streams using preparative ion-exchange chromatography. Subsequently she obtained a PhD in Technical Science (2012) from Gdańsk...

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

  e-Learning Courses

  • 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...

• Projektowanie miejskich form plastycznych. Projekt fakultatywny II

  e-Learning Courses

  • Ł. Ławrynowicz
  • K. Wróblewski

  Celem zaproponowanych dwóch kompozycji plastycznych jest twórcze przepracowanie komunikacji wizualnej pojawiającej się miejskiej przestrzeni. Jedna z proponowanych kompozycji będzie graficzna a druga przestrzenna. Inspiracją dla tych realizacji mogą być m.in. znaki drogowe, nazwy i numery ulic, afisze plakaty reklamowe, banery i flagi reklamowe, różne formy graffiti, pasy      i znaki na jezdniach oraz chodnikach, itp. Wizualne...