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COURSE DETAIL
COURSE DETAIL
This course offers a study of the structure, purposes, concept, and processes of operating systems. Students use Linux as the operating system and C-language as their programming language to implement different programs.
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This course examines the construction of web sites and web interface/interaction design. There is a key focus on the on new media / multimedia and its delivery on the world wide web. The course introduces multimedia as a combination of text, graphics, video, animation and sound for the purposes of information access, storage and dissemination. Topics such as the nature and types of multimedia objects, components of a multimedia system, Web authoring, delivery tools, multimedia applications, spam, podcasts, RSS, web spam and societal implications of the web. Students will create multimedia applications using some or all of HTML, XHTML, JavaScript, animation, sound, video and 3D.
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COURSE DETAIL
This course discusses advanced concepts in machine learning. Topics include: nonlinear classification and regression; Kernel methods; Ensemble methods; Gaussian Processes for classification and regression; unsupervised learning; graphical models; latent variable models; Bayesian non-parametrics; multi-task learning; transfer learning.
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
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