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This course offers a study of web applications. Topics include: transport layer security (TLS); hypertext transfer protocol (HTTP); content presentation languages (HTML and CSS); client-side programming languages; model-view-controller pattern; security; scalability; advanced technologies.
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This course introduces the theory of signal and linear systems; the concepts of modeling, description, and classification of signals and systems; and specific methods of signal processing.
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3D graphics is concerned with how images can be generated from abstract descriptions of objects. Representations of three-dimensional geometry should be projected to a two-dimensional plane and by simulating the interaction between light and matter the object surfaces can be realistically shaded. With moving images, it is also necessary to control how objects move and change appearance over time. And when building interactive virtual worlds, objects must also be able to respond to external events.
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This course provides an introduction to artificial neural networks and deep learning, with both theoretical and practical aspects. This course gives a basic knowledge of artificial neural networks and deep learning: both the theoretical background and how to practically use these methods for typical problems in machine learning and data mining. The course covers the most common models in artificial neural networks, with a focus on the multi-layer perceptron. The course contains three computer exercises where the student train and evaluate different ANN models.
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