Search results for: TWO-STAGE DATA ENVELOPMENT ANALYSIS - Bridge of Knowledge

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Search results for: TWO-STAGE DATA ENVELOPMENT ANALYSIS

Search results for: TWO-STAGE DATA ENVELOPMENT ANALYSIS

  • Qualitative data analysis methods

    e-Learning Courses
    • M. Starnawska

    This is the continuation of Qualitatative Data Analysis Methods course provided online

  • Data Analysis 2023/24

    e-Learning Courses
    • K. Flisikowski

    Data Analysisdr inż. Karol Flisikowski, prof. PG - winter semester 2023/24

  • 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:...

  • Data analysis - team project 2024

    e-Learning Courses
    • O. Aydin

  • Qualitative Data Analysis Methods -Summer 2022

    e-Learning Courses
    • M. McPhillips

  • [ITiT] Technologies of Spatial Data Analysis and Processing

    e-Learning Courses
    • M. Kulawiak
    • E. Lubecka

    {mlang pl} Dyscyplina:  Informatyka Techniczna i Telekomunikacja Zajęcia obowiązkowe dla doktorantów II roku Prowadzący:  dr hab. inż. Marcin Kulawiak Liczba godzin: 30 h Forma zajęć: wykład/seminarium {mlang} {mlang en} Discipline: Technical Informatics and Telecommunications Obligatory course for 2nd year PhD students Academic teacher:  dr hab. inż. Marcin Kulawiak Total hours of training: 30 teaching hours Course...

  • Scientific methods of computer data analysis and presentation

    e-Learning Courses
    • T. E. Berezowski

  • Qualitative Data Analysis Methods -Summer 22/23

    e-Learning Courses
    • M. McPhillips

  • 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

  • [AEiE, ITiT] Scientific methods of computer data analysis and presentation - 2022/2023

    e-Learning Courses
    • T. E. Berezowski

    {mlang pl} Dyscyplina: AEiE, ITiT Zajęcia obowiązkowe dla doktorantów II roku Prowadzący:  Tomasz Berezowski Liczba godzin: 30 Forma zajęć: wykład/projekt/seminarium {mlang} {mlang en} Discipline: AEiE, ITiT Obligatory course for 2nd-year PhD students Academic teacher: Tomasz Berezowski Total hours of training: 30 teaching hours Course type: Lecture/project/seminar {mlang}      

  • [AEEiTK, ITiT] Scientific methods of computer data analysis and presentation - 2023/2024

    e-Learning Courses
    • T. E. Berezowski

    {mlang pl} Dyscyplina: AEiE, ITiT Zajęcia obowiązkowe dla doktorantów II roku Prowadzący:  Tomasz Berezowski Liczba godzin: 30 Forma zajęć: wykład/projekt/seminarium {mlang} {mlang en} Discipline: AEiE, ITiT Obligatory course for 2nd-year PhD students Academic teacher: Tomasz Berezowski Total hours of training: 30 teaching hours Course type: Lecture/project/seminar {mlang}      

  • [AEEiTK, ITiT] Scientific methods of computer data analysis and presentation 2024/2025

    e-Learning Courses
    • T. E. Berezowski

    {mlang pl} Dyscyplina: AEiE, ITiT Zajęcia obowiązkowe dla doktorantów II roku Prowadzący:  Tomasz Berezowski Liczba godzin: 30 Forma zajęć: wykład/projekt/seminarium {mlang} {mlang en} Discipline: AEiE, ITiT Obligatory course for 2nd-year PhD students Academic teacher: Tomasz Berezowski Total hours of training: 30 teaching hours Course type: Lecture/project/seminar {mlang}      

  • Analiza danych typu Big Data 2022/23

    e-Learning Courses
    • P. Weichbroth
    • W. Waloszek

    The aim of the course is to familiarize students with the methods of storing and analysis of big data. Practical tools for these tasks are presented.

  • Analiza danych typu Big Data 2023/24 KOPIA

    e-Learning Courses
    • W. Waloszek

    The aim of the course is to familiarize students with the methods of storing and analysis of big data. Practical tools for these tasks are presented.

  • 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.

  • Geotechnics 2023/2024

    e-Learning Courses
    • L. Bałachowski
    • M. Cudny
    • J. Konkol

    The course is divided into two parts: 1) Interpretation of in-situ tests and their application to foundation design 2) Soil models, interpretation of laboratory tests and their application to numerical analysis in geotechnics

  • Głębokie Sieci Neuronowe Do Analizy Danych

    e-Learning Courses
    • T. M. Boiński
    • K. Draszawka

    {mlang pl}Kurs przeznaczony jest dla studentów kierunku Inżynieria Danych.{mlang} {mlang en}Course for Data Analysis students.{mlang}

  • European Economic Development 2023

    e-Learning Courses
    • A. Parteka
    • R. Ślosarski

    Main aim of the subject is to transfer knowledge on theoretical and empirical aspects of economic development in Europe.  Key topics: •concepts of economic development, alternative measures of development •factors of economic growth and development (‘determinants of growth’) •history of economic development in Europe •cross-country and cross-regional comparisons •sources: where to find information and data needed for empirical...

  • Team project I (2020/21)

    e-Learning Courses
    • A. Dąbrowski
    • M. Chodnicki

    Within this team project, students will be designing a space mission. Each student will choose a subsystem: mission analysis, propulsion, communication, structure, mechanisms, power, thermal, onboard data handling. Together, by means of concurrent engineering a primary system definition will be completed.

  • Smart city and data management foundations

    e-Learning Courses
    • M. Krzyżanowski
    • W. Drapiński
    • J. Sudakowska
    • A. Guzik
    • K. Dytrych
    • A. Modrzejewska
    • A. Orłowski

    This e-learning course, specifically designed for individuals aiming to establish startups, those proficient in technology yet unsure of how to leverage and market it, and students aspiring to further their studies in data analysis, transportation, IT management, or data engineering. This course serves as an entry point for roles such as Smart City Specialist and Chief Data Officer in municipal settings. Participants will gain...

  • Magnetism from fundamentals to spintronics 22/23

    e-Learning Courses
    • L. Piotrowski

    1. Basic magnetic quantities2. Magnetism of atoms and molecules, atoms in external magnetic fields3. Solid state magnetism, types of magnetic materials (dia-, para-, and ferromagnetism)4. Ferromagnetism and domain structures5. Magnetism of small particles, single domain particles (StonerWohlfarth model), thin films6. Experimental techniques of magnetic properties and magnetisation state determination. Domain structurevisualisation...

  • Mechanics of materials (PG_00057378), W/Ć, BM, II stop., sem1,3, lato, 2023/24

    e-Learning Courses
    • B. Rozmarynowski
    • P. M. Bielski

    The aim of this course is providing knowledge in the field of analysis and solving problems of mechanics and strength of one-dimensional systems (bars, beams, frames) and selected two-dimensional systems (shields, plates); preparing the student to solve problems involving complex cases of material strength; developing the ability to assess the stability of structural elements (forms of stability loss, critical forces); consolidation...

  • MANAGEMENT AND ENVIRONMENT MONITORING 2021/22 - summer

    e-Learning Courses
    • M. Kasprzyk
    • M. Gajewska

    The course is dedicated to students at 3 semester of Environmental Engineering. The subject is related to two issues. First is monitoring of the environment- different component of the environment like water, air, soil. Conditions necessary for reliable monitoring and analysis of the results of this monitoring are also discussed. Second is management and covers: Historical development of environmental strategies for protection...

  • MANAGEMENT AND ENVIRONMENT MONITORING 2022/23 - summer

    e-Learning Courses
    • M. Kasprzyk
    • M. Gajewska

    The course is dedicated to students at 3 semester of Environmental Engineering. The subject is related to two issues. First is monitoring of the environment- different component of the environment like water, air, soil. Conditions necessary for reliable monitoring and analysis of the results of this monitoring are also discussed. Second is management and covers: Historical development of environmental strategies for protection...

  • MANAGEMENT AND ENVIRONMENT MONITORING 2022/23 - winter

    e-Learning Courses
    • M. Kasprzyk
    • M. Gajewska

    The course is dedicated to students at 3 semester of Environmental Engineering. The subject is related to two issues. First is monitoring of the environment- different component of the environment like water, air, soil. Conditions necessary for reliable monitoring and analysis of the results of this monitoring are also discussed. Second is management and covers: Historical development of environmental strategies for protection...

  • Management and Environmental Monitoring 2023/2024 - winter

    e-Learning Courses
    • M. Kasprzyk
    • M. Gajewska

    The course is dedicated to students at 3 semester of Environmental Engineering. The subject is related to two issues. First is monitoring of the environment- different component of the environment like water, air, soil. Conditions necessary for reliable monitoring and analysis of the results of this monitoring are also discussed. Second is management and covers: Historical development of environmental strategies for protection...

  • Management and Environmental Monitoring 2024/2025 - winter

    e-Learning Courses

    The course is dedicated to students at 3 semester of Environmental Engineering. The subject is related to two issues. First is monitoring of the environment- different component of the environment like water, air, soil. Conditions necessary for reliable monitoring and analysis of the results of this monitoring are also discussed. Second is management and covers: Historical development of environmental strategies for protection...

  • Management and Environmental Monitoring - EE 2024/2025 winter

    e-Learning Courses
    • M. Kasprzyk
    • M. Gajewska
    • K. Kołecka

    The course is dedicated to students at 3 semester of Environmental Engineering. The subject is related to two issues. First is monitoring of the environment- different component of the environment like water, air, soil. Conditions necessary for reliable monitoring and analysis of the results of this monitoring are also discussed. Second is management and covers: Historical development of environmental strategies for protection...

  • Statistics 2022_23

    e-Learning Courses
    • S. M. Kot

    1.Elements of probability. The axioms of the probability theory 2. Random  variables and their distributions. Discrete and continuous random variables 3. Parameters of random variables: expected value, moments 4. Selected distributions of random variables (Bernoulli, Poison, Gaussian) 5.The distribution in the sample. Visualisation by histograms 6. Measures of statistical location: arithmetic mean, median, quantiles. 7. Measures...

  • Advanced methods in biosensing: fundamentals and applications

    e-Learning Courses
    • R. Bogdanowicz
    • J. Ryl

    This course provides instruction in the basic science and engineering conceptsrequired to understand the design and application of biosensors. Different biosensorsystems are explored, ranging from electrochemical devices, through to optical orthermal systems. Instruction is also given in the general principles of sampling andanalysis, statistical presentation and manipulation of data. The primary focus will bethe physics of biomolecule...

  • Elective design I: Cultural Heritage Routes – Gdańsk Fortification System - 2022/2023 Project PROMETHEUS

    e-Learning Courses
    • J. Badach
    • J. Borucka
    • J. Szczepański
    • L. Nyka
    • S. Kowalski

    Elective design I:Cultural Heritage Routes – Gdańsk Fortification Systemfor MSc in Arch. Seminars & assignments: 30 hTeacher: akub Szczepański, Justyna Borucka,  Robert Hirsch  Piotr Samól,  Szymon Kowalski, Joanna Badach + Visiting Prof. Sandro Parrinello (from Pavia University) Cultural Heritage Routes – Gdańsk Fortification System This course explores challenges, conflicts and concepts of cultural heritage preservation...

  • TEAM RESEARCH PROJECT I & II_2024/25

    e-Learning Courses
    • A. Orchowska

    The aim of a team research project is to conduct a process in which Students will verify the research hypothesis set by the Client. For this purpose, the project may require the creation of a product, e.g. an application, a device and conducting appropriate research, analysis of results, etc. In the event that the University/Client shares confidential information (including data), the Students will be required to sign an undertaking...

  • Surface Science - 2023/2024

    e-Learning Courses
    • A. Manohar
    • J. Ryl
    • L. Piotrowski
    • A. Tober

    The course is not a full time lecture but on the consultation/handouts. The consulations are held every two weeks. The course is based on the Springer textbook: Surface Science An Introduction Downloadable at: https://link.springer.com/book/10.1007/978-3-662-05179-5 (PG network or vpn access) The goal of the subject is the presentation of basic problems resulting from he existence of interfacebetween material objects...

  • Smart Garden Suburb_Urban design II 2022/23

    e-Learning Courses
    • G. Rembarz
    • R. Ozdemir
    • B. Bou Kalfouni

    In the twenty-first century the idea of living in a perfect place combines the need for beauty&identity of the place with the ecology. Metropolises around the world are waiting for concepts that will expose the landscape values and give life in the suburbs high quality including energy efficiency and climate neutrality. A new concepts of are being discussed. Join this trend and look for solutions which merge expression of beauty...

  • Urban Design II _ New Urban Living 2023/24

    e-Learning Courses
    • G. Rembarz
    • B. Bou Kalfouni

    In the twenty-first century the idea of living in a perfect place combines the need for beauty&identity of the place with the ecology. Metropolises around the world are waiting for concepts that will expose the landscape values and give life in the suburbs high quality including energy efficiency and climate neutrality. A new concepts of are being discussed. Join this trend and look for solutions which merge expression of beauty...

  • Topic 1: Transformations / Spatial form design, scale 1:1

    e-Learning Courses
    • E. Urwanowicz
    • K. Wróblewski
    • P. Różycki

    Brief description: The subject matter of the spatial form design classes is transformation. First, a black square becomes a flat graphic composition, which is then converted to color. The final stage of the transformation process is a spatial object, which is by assumption devoid of any utilitarian functions. Course content / classes schedule:   1. Graphic. The task is to create an achromatic flat composition in the contrast...

  • Zaawansowane Metody Pomiarowe i Diagnostyczne 2022/2023

    e-Learning Courses
    • 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

    e-Learning Courses
    • 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

    e-Learning Courses
    • 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...

  • 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...

  • Projektowanie Aplikacji Internetowych 2022/23

    e-Learning Courses
    • J. Kuchta

    {mlang en}Web Application Design covers the software design phase, which falls between the analysis of the problem domain and the implementation of the program in the code. It shows the rules and guidelines for application design in general, with particular emphasis on web application design problems. Teaches systematic design in aspects of system architecture, application logic, user interface and data structure. Emphasizes the...

  • 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...

  • Projektowanie Aplikacji Internetowych 2023/24

    e-Learning Courses
    • J. Kuchta

    {mlang en}Web Application Design covers the software design phase, which falls between the analysis of the problem domain and the implementation of the program in the code. It shows the rules and guidelines for application design in general, with particular emphasis on web application design problems. Teaches systematic design in aspects of system architecture, application logic, user interface and data structure. Emphasizes the...

  • Projektowanie Aplikacji Internetowych 2024/25

    e-Learning Courses
    • J. Kuchta

    {mlang en}Web Application Design covers the software design phase, which falls between the analysis of the problem domain and the implementation of the program in the code. It shows the rules and guidelines for application design in general, with particular emphasis on web application design problems. Teaches systematic design in aspects of system architecture, application logic, user interface and data structure. Emphasizes the...

  • 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...

  • SPACIAL FORM DESIGN scale 1:1

    e-Learning Courses
    • Ł. Ławrynowicz
    • K. Wróblewski

    Brief description: The subject matter of the spatial form design classes is transformation. First, a black square becomes a flat graphic composition, which is then converted to color. The final stage of the transformation process is a spatial object, which is by assumption devoid of any utilitarian functions. Course content / classes schedule:   1. Graphic. The task is to create an achromatic flat composition in the contrast...