Search results for: TRAINING, DEEP LEARNING, IMAGE RESOLUTION, ROADS, URBAN AREAS, IMAGING, SAFETY - Bridge of Knowledge

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Search results for: TRAINING, DEEP LEARNING, IMAGE RESOLUTION, ROADS, URBAN AREAS, IMAGING, SAFETY

Search results for: TRAINING, DEEP LEARNING, IMAGE RESOLUTION, ROADS, URBAN AREAS, IMAGING, SAFETY

  • 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 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.

  • Architectural and urban theories in urban regeneration

    e-Learning Courses
    • K. Piątkowska
    • L. Nyka
    • P. Lorens

    This course deals with key issues associated with contemporary architectural and urban teories associated with transformation and revitalization of the distressed / degradated areas and buildings / objects. The architectural topics will be presented by dr Ksenia Piątkowska and Prof. Lucyna Nyka, while urban topics will be discussed by Prof. Piotr Lorens. Particular topics and themes will be presented according to the individual...

  • 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...