Search results for: NEURAL NETWORK STRUCTURE OPTIMISATION, OPTIMAL FEATURES SELECTION, DECISION SUPPORT, DIAGNOSIS, SKIN LESIONS

• Introductory modeling for decision-making using AMPL

  e-Learning Courses

  • J. Szostak
  • A. Felt

  Introductory modeling for decision-making using AMPL

• Modeling projects for decision-making using AMPL

  e-Learning Courses

  • J. Szostak
  • A. Felt

  Modeling projects for decision-making using AMPL

• 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:...

• [IMe] Modern optimisation methods

  e-Learning Courses

  • K. Tesch

  {mlang pl} Dyscyplina:  Inżynieria Mechaniczna Zajęcia obowiązkowe dla doktorantów I roku Prowadzący:   dr hab. inż. K. Tesch Liczba godzin: 20h Forma zajęć: wykład {mlang} {mlang en} Discipline: Mechanical Engineering Obligatory course for 1st year PhD students Academic teacher:  dr hab. inż. K. Tesch Total hours of training: 20 teaching hours Course type: lecture {mlang}

• [IMe] Modern optimisation methods

  e-Learning Courses

  • K. Tesch

  {mlang pl} Dyscyplina:  Inżynieria Mechaniczna Zajęcia obowiązkowe dla doktorantów I roku Prowadzący:   Prof. dr hab. inż. K. Tesch Liczba godzin: 20h Forma zajęć: wykład {mlang} {mlang en} Discipline: Mechanical Engineering Obligatory course for 1st year PhD students Academic teacher:  Prof. dr hab. inż. K. Tesch Total hours of training: 20 teaching hours Course type: lecture {mlang}

• [IMe] Modern optimisation methods

  e-Learning Courses

  • K. Tesch

  {mlang pl} Dyscyplina:  Inżynieria mechaniczna (PG+IMP PAN) Zajęcia obowiązkowe Prowadzący: dr hab. inż. Krzysztof Tesch, prof. uczelni Liczba godzin: 20 h Forma zajęć: wykład {mlang} {mlang en} Discipline: mechanical engineering (GUT + IFFM PAS) Obligatory course Academic teacher: dr hab. inż. Krzysztof Tesch, prof. uczelni Total hours of training: 20 teaching hours Course type: lecture {mlang}

• Decision analysis

  e-Learning Courses

  • B. Woliński

• Decision analysis (l/lab) winter 2020/21

  e-Learning Courses

  • B. Woliński

  Decision analysis (l/lab)_winter 2020/21

• Polymeric materials in medicine – structure and desing 2023/24

  e-Learning Courses

  • I. Koss-Mikołajczyk
  • A. Sommer
  • H. Staroszczyk

• Interactive Decision Making, Environmental Engineering, 2022/2023 (summer semester)

  e-Learning Courses

  • A. Jakubczyk-Gałczyńska
  • A. Siemaszko

  The course is designed for students of MSc Studies in Environmental Engineering 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 provides students with knowledge on development and application of statisticalstrategic approach to decision...

• Analiza decyzyjna/Decision analysis

  e-Learning Courses

  • B. Woliński

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

  e-Learning Courses

  • 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...

• Materials Selection (DaPE; 1st grade; 6th semester) 21/22 PG_00053711

  e-Learning Courses

  • A. Sitko

• Psychological aspects of assessment and decision making

  e-Learning Courses

  • P. Ziemiański

• Decision sciences / Nauki decyzyjne 2023/2024

  e-Learning Courses

  • N. Rizun

• Decision of enterprises on the financial market 2023/2024

  e-Learning Courses

  • E. Sokołowska

  The course contrentrates on the material students need to know in order to make effective financial decisions in an increasingly competitive business environment in order to make effective financial decisions in an increasingly competitive business environment.

• Decision science (l/lab)_STACJ._winter 2022/23

  e-Learning Courses

  • B. Woliński

• Decision analysis (l/lab)_STACJ._winter 2021/22

  e-Learning Courses

  • B. Woliński

• Decision science/Nauki decyzyjne (w/lab)_NSTACJ._lato 2022/23

  e-Learning Courses

  • B. Woliński

• Psychological aspects of assessment and decision making, PG_ Aleksandra_Szewczyk-2023-24(E:37596CO)

  e-Learning Courses

  • A. Szewczyk

• 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....

• CAD. Integrated Architectural Design, MSc Arch (2022/2023)

  e-Learning Courses

  • D. Cyparski

  The programme will provide students with a solid grounding in BIM (Building Information Modelling) using Autodesks Revit Architecture. Students will review the advanced features of Revit for Architecture, a tool to support BIM (Building Information Modelling) and delivery of 3D digital models and related documentation. The lesson plans will specifically introduce students to common workflows and problem-solving skills while creating...

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

  e-Learning Courses

  • D. Cyparski

  The programme will provide students with a solid grounding in BIM (Building Information Modelling) using Autodesks Revit Architecture. Students will review the advanced features of Revit for Architecture, a tool to support BIM (Building Information Modelling) and delivery of 3D digital models and related documentation. The lesson plans will specifically introduce students to common workflows and problem-solving skills while creating...

• Computer Networks EN 2022

  e-Learning Courses

  • 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

  e-Learning Courses

  • 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.

• Algorytmy Optymalizacji Dyskretnej - ed. 2021/2022

  e-Learning Courses

  • K. Pastuszak

  In real-world applications, many important practical problems are NP-hard, therefore it is expedient to consider not only the optimal solutions of NP-hard optimization problems, but also the solutions which are “close” to them (near-optimal solutions). So, we can try to design an approximation algorithm that efficiently produces a near-optimal solution for the NP-hard problem. In many cases we can even design approximation algorithms...

• Management Psychology 2022

  e-Learning Courses

  • P. Ziemiański

  During the Management Psychology course, the focus is placed on how psychological science, research, and knowledge can support management. The course topics include elements pertaining to individual differences, decision-making, leadership, group work, stress management, and more. Course participants have to take a mid-term test and submit the final project at the end of the semester. During our first meeting, you have learned...

• Mathematical and numerical modelling, L, IDE, sem. 01, summer 21/22,(M:00057379)

  e-Learning Courses

  • K. J. Kaliński

  Modelling. Optimal control. Modal analysis. High speed milling. Mechatronic design.

• Lean Manufacturing, W, Mechatronika, IDE, sem. 03, letni 23/24 (PG_00062997)

  e-Learning Courses

  • J. Kropiwnicki

  Development of Production Systems and Lean Management. Strategies in Process Optimisation. Analytical Methods. Lean Principles and Lean Methods. Change Management. Roll-out Strategies for Lean Manufacturing. Total productive Management.

• Lean Manufacturing, W, Energetyka, sem. 03, letni 23/24 (PG_00062998)

  e-Learning Courses

  • J. Kropiwnicki

  Development of Production Systems and Lean Management. Strategies in Process Optimisation. Analytical Methods. Lean Principles and Lean Methods. Change Management. Roll-out Strategies for Lean Manufacturing. Total productive Management.

• 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.

• Kurs mobilny

  e-Learning Courses

  Sample course for iOS features testing.

• Real time operating systems - lectures & exercises, 2023 summer

  e-Learning Courses

  • M. Pazio

  Support course for real-time operating systems

• Informatization Strategies 24_25

  e-Learning Courses

  • G. Musiatowicz-Podbiał

  This eCourse is designed to support lectures and laboratories to the subject: Informatization strategies 

• Real-time Operating Systems - Seminar 2023/4

  e-Learning Courses

  • M. Pazio

  Page to support seminar clases of Real-time Operating Systems

• Dielektryki-en WFTIMS

  e-Learning Courses

  • R. J. Barczyński

  Dielectric materials - properties, applications, structure.

• Informatization strategies 23/24

  e-Learning Courses

  • G. Musiatowicz-Podbiał

  This eCourse is designed to support lectures and laboratories to the subject: Informatization strategies - academic yesr: 23/24

• Laboratory in organic chemistry

  e-Learning Courses

  • G. Cholewiński
  • M. Przybyłowska

  Support for the laboratory in organic chemistry.

• 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...

• Effective Project Management, DaPE, sem 1 sem 3, 2022/2023 - Nowy

  e-Learning Courses

  • A. T. Wiśniewska

  The aim of the course is to familiarize students with modern methods of effective project management, to present principles, methods and tools supporting decision-making and control processes with particular emphasis on individualized approach to the specifics of the project and its surroundings.

• Mathematical and numerical modelling,W,IDE-EMSS,IIst,sem.01,lato,2023/24 (PG_00057379)

  e-Learning Courses

  • K. J. Kaliński

  Modelling of controlled mechanical systems by the mixed method of rigid and flexible finite elements: The finite element volume problems. Dynamics of multibody systems. Modelling of stationary closed loop systems. Modelling of systems whose configuration changes with time. Modelling of nonlinear controlled systems. Optimal control at energy performance index: Control of continuous nonstationary systems in domain of generalised...

• Mathematical and Numerical Modelling, L, IDE IInd, sem.01, summer, 2022/23(00057379)

  e-Learning Courses

  • K. J. Kaliński

  Modelling of controlled mechanical systems by the mixed method of rigid and flexible finite elements: The finite element volume problems. Dynamics of multibody systems. Modelling of stationary closed loop systems. Modelling of systems whose configuration changes with time. Modelling of nonlinear controlled systems. Optimal control at energy performance index: Control of continuous nonstationary systems in domain of generalised...

• Sieciowe systemy operacyjne 2022

  e-Learning Courses

  • W. Gumiński

  {mlang pl}Sieciowe systemy operacyjne 2021/22, informatyka, studia II stopnia, I sem. studia stacjonarne{mlang} {mlang en}Network Operating Systems 2021/22, Informatics, full-time postgraduate studies, 1st semester{mlang}

• Sieciowe systemy operacyjne 2023

  e-Learning Courses

  • W. Gumiński

  {mlang pl}Sieciowe systemy operacyjne 2022/23, informatyka, studia II stopnia, I sem. studia stacjonarne{mlang} {mlang en}Network Operating Systems 2022/23, Informatics, full-time postgraduate studies, 1st semester{mlang}

• Sieciowe systemy operacyjne 2024

  e-Learning Courses

  • W. Gumiński

  {mlang pl}Sieciowe systemy operacyjne 2023/24, informatyka, studia II stopnia, I sem. studia stacjonarne{mlang} {mlang en}Network Operating Systems 2023/24, Informatics, full-time postgraduate studies, 1st semester{mlang}

• Theory of urbanism IV

  e-Learning Courses

  • 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...

• Engineering Graphics II (M:31997W1) 2023/24

  e-Learning Courses

  • J. Łubiński
  • B. Bastian

  The course covers subject scope of standardised methods used for the presentation of machine details in projected views, in technical design drawings. Detailed topics include: projection systems, principles of design documentation in machine design, rules in dimensioning and selection of views in technical drawing. Practical excercises are carried out and an introduction to CAD is performed.

• Inorganic Chemistry Lecture

  e-Learning Courses

  • A. Pladzyk
  • A. Brillowska-Dąbrowska

  Aim of the course is to give a general knowledge of the chemistry of the elements and the inorganic compounds, puting the attention on the relationships between structure, properties and reactivity.

• Robotic manipulators, Lab, MiBM, st. I, sem.6 (PG_00053663) 03.2022 Fri

  e-Learning Courses

  • W. Sieklicki

  The course Manipulators and Industrial Robots (laboratory) is for students of the 6th semester of a full-time bachelor's degree studies of Mechatronics. The course includes  laboratory classes in the field of industrial manipulators - their construction, features, components, control, and modular robots - their programming and models.