Search results for: deep-level mining

• 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.

• Data Mining 2022/2023

  e-Learning Courses

  • W. Waloszek

  This is a web page for our course in Data Mining.

• Data Mining 2021/2022

  e-Learning Courses

  • W. Waloszek

  This is a web page for our course in Data Mining.

• Data Mining Path

  e-Learning Courses

  • G. Gołaszewski
  • T. Zawadzka
  • A. Karpus
  • M. Wróbel
  • A. Przybyłek
  • W. Waloszek
  • A. Landowska

  Within this path, various issues regarding data mining and their practical application in various systems are discussed.   4 semestr specjalności ISI i ZAD

• 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 Learning w Keras

  e-Learning Courses

  • A. Karpus

  Kurs przeznaczony dla słuchaczy studiów podyplomowych Sztuczna inteligencja i automatyzacja procesów biznesowych w ujęciu praktycznym - edycja biznesowa.

• Library Information Skills - Level 1

  e-Learning Courses

  • A. Jaroszuk-Antoniewska
  • A. Szymik

  The Gdańsk Tech Library offers Library Information Skills e-course to the students enrolled in English-language degree programmes at Gdańsk University of Technology (Gdańsk Tech). It is an obligatory course. There is a test at the end of the e-course. Information skills, or in other words information literacy, means knowing what kind of information a student is looking for, where to find it, how to evaluate, communicate and use...

• DATA MINING NSTAC 2022

  e-Learning Courses

  • N. Rizun

  NSTAC

• Data Mining 2023/24

  e-Learning Courses

  • P. Weichbroth
  • A. Karpus
  • W. Waloszek

• DATA MINING STAC 2022/2023

  e-Learning Courses

  • N. Rizun

  STAC

• Advanced Data Mining 2022/23

  e-Learning Courses

  • P. Weichbroth
  • A. Kołakowska
  • G. Gołaszewski
  • K. Flisikowski
  • A. Karpus
  • K. Goczyła

• Advanced Data Mining 2023/24

  e-Learning Courses

  • A. Kołakowska
  • A. Karpus

• Data Mining (for Data Engineering) - Nowy

  e-Learning Courses

  • T. Zawadzka
  • A. Karpus
  • W. Waloszek
  • K. Goczyła

• DATA MINING NSTAC 2022 ON-LINE

  e-Learning Courses

  • N. Rizun

  NSTAC

• Desiging e-learning courses and distance learning (level 1. certified course)

  e-Learning Courses

  • J. Mytnik
  • O. Ludyga

• Measurements in civil engineering, transport, environmental engineering, mining and power engineering 22/23

  e-Learning Courses

  • P. Zima

  The course is primarily open to all PhD students at Gdansk University of Technology. This course is compulsory for PhD students assigned to Civil Engineering and Transport as well as Environmental Engineering, Mining and Power Engineering tracks at Doctoral School of GUT. This course allows the PhD students to obtain the knowledge related to the experimental equipment and types of experiments carried out at GUT in the field of...

• Measurements in civil engineering, transport, environmental engineering, mining and power engineering 23/24

  e-Learning Courses

  • P. Zima

  The course is primarily open to all PhD students at Gdansk University of Technology. This course is compulsory for PhD students assigned to Civil Engineering and Transport as well as Environmental Engineering, Mining and Power Engineering tracks at Doctoral School of GUT. This course allows the PhD students to obtain the knowledge related to the experimental equipment and types of experiments carried out at GUT in the field of...

• DATA MINING (Field of study: Economic analytics 1st semester) -2022

  e-Learning Courses

  • N. Rizun

• Geotechnics

  e-Learning Courses

  • L. Bałachowski

  The course is divided into two parts. The first is related to in-situ tests and their applications for the design of shallow and deep foundations. The second part is related to models of soil behavior and numerical analysis in geotechnical engineering.

• Podstawy uczenia głębokiego 2022

  e-Learning Courses

  • K. Draszawka
  • S. Olewniczak
  • J. Szymański

  {mlang pl}Kurs podstaw uczenia głębokiego przeznaczony dla studentów kierunku Informatyka.{mlang} {mlang en}This is a course about deep learning basics dedicated for Computer Science students.{mlang}

• Seminarium dyplomowe / Diploma seminar 2021

  e-Learning Courses

  • B. Krawczyk-Bryłka

  Seminarium dyplomowe to kurs przeznaczony dla moich seminarzystów I i II stopnia.  This is the course for my diplomants: bachelor and master level.

• Environmental Policy

  e-Learning Courses

  • P. Lorens

  This course deals with key issues associted with understanding and shaping the environmental policy. Both the general description of the topic and detailed considerations regarding how to shape and execute the environmental policies at the municpal level will be discussed

• URBAN DESIGN IV - MATARNIA/AIRPORT - ERASMUS 2021/22

  e-Learning Courses

  • Ł. Pancewicz
  • B. Bou Kalfouni

  Urban Design IV the course objective is to provide a district-level design proposal for the development of the complex urban areas. The objective is to develop the proposals for the areas adjacent to the Gdansk Lech Walesa Airport. The course is open to ERASMUS students and it is delivered in English. 

• Ogrzewnictwo 2023/2024 IŚ studia stacjonarne sem. VI lato

  e-Learning Courses

  • A. Ostojski

  Heating students of Environmental Engineering full-time engineer. sem. 6 Heating 2023/2024 supporting course for the subject Heating (PG_00043392) intended for students: Field of study: Environmental Engineering Level of education: 1st degree - engineering Academic year of course implementation: 2023/2024 Form of studies: full-time Year of study: 3 Semester: 6 (summer)

• Complex Concrete Structures (CE) - 2021/2022

  e-Learning Courses

  • P. Ziółkowski

  The following issues in the field of concrete structures will be discussed in the lecture part: Mechanical properties of concrete and reinforcing steel; Calculation of reinforced concrete cross-sections bending; Calculation of reinforced concrete cross-sections shear; Serviceability limit state in reinforced concrete structures; Reinforced concrete slabs, one-way and cross-reinforced; Reinforced concrete stairs; Reinforced...

• Complex Concrete Structures (CE) - 2023/2024

  e-Learning Courses

  • P. Ziółkowski
  • R. Ossowski

  The following issues in the field of concrete structures will be discussed in the lecture part: Mechanical properties of concrete and reinforcing steel; Calculation of reinforced concrete cross-sections bending; Calculation of reinforced concrete cross-sections shear; Serviceability limit state in reinforced concrete structures; Reinforced concrete slabs, one-way and cross-reinforced; Reinforced concrete stairs; Reinforced...

• Architectural & Urban Heritage 2021/2022

  e-Learning Courses

  • J. Szczepański
  • M. Sołtysik
  • A. Orchowska
  • R. Hirsch
  • Ł. Bugalski

  Participation in the course ARCHITECTURAL & URBAN HERITAGE gives an opportunity of knowing political, economic, and cultural issues of Polish Architecture in the 19th and 20th century. This period includes the fall of feudalism, the flourish of the industrial era, the birth of modernism, two totalitarian systems, and the rebuilding of Poland after II World War. Mentioned circumstances caused deep changes which gave a strong...

• [ILiT, IŚGiE] Mathematical methods in engineering

  e-Learning Courses

  • R. Jankowski
  • R. Sauer
  • M. Skowronek

  {mlang pl} Dyscyplina: inżynieria lądowa i transport; inżynieria środowiska, górnictwo i energetyka Zajęcia obowiązkowe dla doktorantów I i II roku Prowadzący:  dr inż. Roger Sauer, prof. PG Liczba godzin: 15 Forma zajęć: wykład {mlang} {mlang en} Discipline: civil engineering and transport; environmental engineering, mining and power engineering Obligatory course for 1st and 2nd-year PhD students Academic teacher: dr...

• Wyszukiwanie i analiza informacji metodami białego wywiadu czyli OSINT (Open Source Intelligence) wykorzystującego otwarte źródła informacji i ich zastosowanie w procesie Dydaktycznym

  e-Learning Courses

  • M. Szuflita-Żurawska

  CELSzkolenie ma na celu rozwijanie warsztatu naukowo-badawczego w oparciu o nowoczesne technikiwyszukiwania informacji w sieci za pomocą innowacyjnych i powszechnie dostępnych narzędzi. OPISSzkolenie z wyszukiwania informacji metodami OSINT, czyli technikami, które wykorzystują otwarte źródła informacji. Szkolenie oparte będzie na cyklu wywiadowczym, który określa potrzeby wyszukiwawcze użytkownika, a następnie planuje, gromadzi,...

• Process Engineering in Circular Economy

  e-Learning Courses

  • J. Mąkinia

  Kurs jest przeznaczony dla doktorantów szkoły doktorskiej w dyscyplnach: inżynieria lądowa i transport (SzD), III stopnia, stacjonarne inżynieria środowiska, górnictwo i energetyka (SzD), III stopnia, stacjonarne   The course is addressed to PhD students of the doctoral school in disciplines: civil engineering and transport environmental engineering, mining and power engineering Course type: lecture Total hours of...

• [ILiT, IŚGiE] Process engineering in circular economy - Nowy

  e-Learning Courses

  • J. Mąkinia

  Kurs jest przeznaczony dla doktorantów szkoły doktorskiej w dyscyplnach: inżynieria lądowa i transport (SzD), III stopnia, stacjonarne inżynieria środowiska, górnictwo i energetyka (SzD), III stopnia, stacjonarne The course is addressed to PhD students of the doctoral school in disciplines: civil engineering and transport environmental engineering, mining and power engineering Course type: lecture Total hours of...

• [ILiT, IŚGiE] Process engineering in circular economy 20/21 Summer

  e-Learning Courses

  • J. Mąkinia

  Kurs jest przeznaczony dla doktorantów szkoły doktorskiej w dyscyplnach: inżynieria lądowa i transport (SzD), III stopnia, stacjonarne inżynieria środowiska, górnictwo i energetyka (SzD), III stopnia, stacjonarne The course is addressed to PhD students of the doctoral school in disciplines: civil engineering and transport environmental engineering, mining and power engineering Course type: lecture Total hours of...

• [ILiT, IŚGiE] Numerical Methods

  e-Learning Courses

  • P. Kłosowski

  {mlang pl} Dyscyplina: inżynieria lądowa i transport; inżynieria środowiska, górnictwo i energetyka Zajęcia obowiązkowe dla doktorantów I i II roku Prowadzący:  prof. dr hab. inż. Paweł Kłosowski Liczba godzin: 30 Forma zajęć: wykład/laboratoria {mlang} {mlang en} Discipline: civil engineering and transport; environmental engineering, mining and power engineering Obligatory course for 1st and 2nd-year PhD students Academic...

• QUEUE II Winter School

  e-Learning Courses

  • M. Czachor
  • J. Szostak
  • J. Borucka
  • M. Bobrowski

  QUEUE = QUantum and molEcUlEsIt's a school organized for all those young scientists and students who wish to learn on the basics and advances in quantum ideas and methodologies and its practical applications for living problems in chemistry, electrochemistry and material sciences. The students will learn on how to perform the quantum-chemical computations, because we have planned a big block of laboratories, aside from lectures,...

• Urządzenia Peryferyjne - 22/23

  e-Learning Courses

  • M. Wróbel
  • T. Chludziński

  UP/PD 2023 {mlang pl}Przedmiot Urządzenia Peryferyjne i jego angielska wersja Peripheral Devices przeznaczony jest dla studentów II stopnia na specjalności Komputerowe Systemy Elektroniczne (Computer Electronic Systems). Tematem przedmiotu są różnorodne zagadnienia dotyczące urządzeń peryferyjnych systemów komputerowych, głównie umożliwiających komunikację człowiek-komputer, oraz ich prototypowanie i podstawowe podzespoły.{mlang} {mlang...

• QUEUE I Summer School

  e-Learning Courses

  • M. Czachor
  • A. Bartłomiejczyk
  • J. Szostak
  • J. Borucka
  • M. Hoppe
  • M. Bobrowski

  QUEUE = QUantum and molEcUlEsIt's a school organized for all those young scientists and students who wish to learn on the basics and advances in quantum ideas and methodologies and its practical applications for living problems in chemistry, electrochemistry and material sciences. The students will learn on how to perform the quantum-chemical computations, because we have planned a big block of laboratories, aside from lectures,...

• Urządzenia Peryferyjne 2023/24

  e-Learning Courses

  • M. Wróbel

  UP/PD 2023 {mlang pl}Przedmiot Urządzenia Peryferyjne i jego angielska wersja Peripheral Devices przeznaczony jest dla studentów II stopnia na specjalności Komputerowe Systemy Elektroniczne (Computer Electronic Systems). Tematem przedmiotu są różnorodne zagadnienia dotyczące urządzeń peryferyjnych systemów komputerowych, głównie umożliwiających komunikację człowiek-komputer, oraz ich prototypowanie i podstawowe podzespoły.{mlang} {mlang...

• QUEUE III Summer School

  e-Learning Courses

  • M. Czachor
  • I. Kuzborska
  • J. Szostak
  • J. Borucka
  • M. Bobrowski
  • B. Mielewska

  QUEUE = QUantum and molEcUlEsIt's a school organized for all those young scientists and students who wish to learn on the basics and advances in quantum ideas and methodologies and its practical applications for living problems in chemistry, electrochemistry and material sciences. The students will learn on how to perform the quantum-chemical computations, because we have planned a big block of laboratories, aside from lectures,...

• [BHP] Szkolenie w dziedzinie bezpieczeństwa i higieny pracy

  e-Learning Courses

  {mlang pl} Ten kurs jest prowadzony centralnie dla wszystkich studentów i doktorantów PG.  Szkolenie BHP jest obowiązkowe. Nawet jeśli na poprzednim etapie kształcenia (studia I lub II stopnia) obecny doktorant zaliczył to szkolenie, wymagane jest kolejne podejście. {mlang} {mlang en} This course is conducted on a central level for all the students and PhD students of GUT. Health and safety training is compulsory. Even...

• 20232024_Elective design II_CULTURAL HERITAGE ROUTES_Gdańsk Measuring the city, advanced digital surveying techniques for cultural heritage documentation

  e-Learning Courses

  • J. Borucka

  Cultural Heritage Routes – Gdańsk. This course explores challenges, conflicts and concepts of cultural heritage preservation and protection at urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and develop innovative...

• SUMMER SCHOOL: Arch Drawing 2/ Elective design II: CULTURAL HERITAGE ROUTES – GDAŃSK FORTIFICATION SYSTEM _2023

  e-Learning Courses

  • A. Azadgar
  • J. Badach
  • J. M. Józekowski
  • J. Gorzka
  • J. Borucka
  • P. Samól
  • S. Kowalski
  • D. Cyparski
  • A. Orchowska
  • K. Życzkowska
  • M. Kwasek

  Cultural Heritage Routes – Gdańsk Fortification System This course explores challenges, conflicts and concepts of cultural heritage preservation and protection in urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and...

• 20232024_Elective design II_CULTURAL HERITAGE ROUTES_Gdańsk Drawing architecture to understand the city

  e-Learning Courses

  • J. Borucka

  Cultural Heritage Routes – Gdańsk. This course explores challenges, conflicts and concepts of cultural heritage preservation and protection at urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and develop innovative...

• System Diagnostics - project

  e-Learning Courses

  • M. Domżalski

  As part of the course, students prepare practical solutions to problems in the field of modern systems diagnostics. Studies: Automatic Control, Cybernetics and RoboticsLevel: IILecturer: dr inż. Mariusz Domżalski Time: Tuesday, 11:15AM Language: English

• [BHP] Szkolenie w dziedzinie bezpieczeństwa i higieny pracy

  e-Learning Courses

  {mlang pl} Ten kurs jest prowadzony centralnie dla wszystkich studentów i doktorantów PG.  Szkolenie BHP jest obowiązkowe dla wszystkich doktorantów I roku. Nawet jeśli na poprzednim etapie kształcenia (studia I lub II stopnia) obecny doktorant zaliczył to szkolenie, wymagane jest kolejne podejście. {mlang} {mlang en} This course is conducted on a central level for all the students and PhD students of GUT. Health and...

• [BHP] Szkolenie w dziedzinie bezpieczeństwa i higieny pracy

  e-Learning Courses

  {mlang pl} Ten kurs jest prowadzony centralnie dla wszystkich studentów i doktorantów PG.  Szkolenie BHP jest obowiązkowe dla wszystkich doktorantów I roku. Nawet jeśli na poprzednim etapie kształcenia (studia I lub II stopnia) obecny doktorant zaliczył to szkolenie, wymagane jest kolejne podejście. {mlang} {mlang en} This course is conducted on a central level for all the students and PhD students of GUT. Health and...

• CAD Integrated Architectural Design, MSc Arch (2023-24)

  e-Learning Courses

  • D. Cyparski

  Detailed understanding of optimizing the design process using parametric BIM (Building Information Modeling) in the Autodesk Revit Architecture program. Practical design exercises included familiarize students with methods of integrating parametric design and exchanging data with other CAD/BIM programs, modifying parametric objects and generating automatic 2D/3D architectural documentation. The lesson plan introduces students to...

• 20232024_Elective design II_CULTURAL HERITAGE ROUTES_Gdańsk Virtual scenarios for city storytelling

  e-Learning Courses

  • J. Borucka

  Cultural Heritage Routes – Gdańsk. This course explores challenges, conflicts and concepts of cultural heritage preservation and protection in urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and develop innovative...

• Numerical Methods

  e-Learning Courses

  • P. Sypek
  • M. Rewieński

  Numerical Methods: for Electronics and Telecommunications students, Master's level, semester 1 Instructor: Michał Rewieński, Piotr Sypek Course description: This course provides an introduction to computational techniques for the simulation and modeling of a broad range of engineering and physical systems. Concepts and methods discussed are widely illustrated by various applications including modeling of integrated circuits,...

• Finite Element Method

  e-Learning Courses

  • B. Sobczyk
  • M. Malikan

  Item Name : Finite Element Method- Abaqus learning Field of study : Civil Engineering Faculty : Faculty of Civil and Environmental Engineering Education level : Second degree studies Form of studies : Full-time studies Year of studies : 1 Study semester : 2 Start of the semester : November 2021 Academic year of the course : 2021/2022 Form of classes : Lecture, Laboratory

• Elective Project I _ Shelter_learning by doing

  e-Learning Courses

  • G. Rembarz
  • B. Bou Kalfouni

  Elective Project I _ Shelter - learning by doing “Your creativity and skills play an important role in making an impact in responding to humanitarian challenges and global crises” The world seems to be reeling from one crisis to another. Recently we experienced climate crises, global pandemic (Covid-19), economic uncertainty, wars, floods, wildfire, and earthquakes. Proceeding from the challenges facing humanity at the global...