COURSE DETAIL
Focusing on recent developments in computational communication science (CCS), this class primarily emphasizes the interplay of “communication science perspectives” and “computational approaches” of statistical/analytic techniques. The course examines the concepts and approaches behind computational social science techniques and their relevance to communication research, it covers various elements of computational communication science (CCS) research methodology, and critically evaluates and synthesizes interdisciplinary CCS research.
Prerequisites: A basic understanding of R statistical language and social science statistics
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The course addresses the following topics: AOI: Automatic Optical Inspection, Computer Vision, Digital Image Processing, and Digital Camera.
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This course examines the applications of artificial intelligence, through its various paradigms, in the solution of business-related problems. Topics include: data mining; artificial neuron networks; text mining; web mining; knowledge-based systems; programming languages for AI; ethics and AI.
Prerequisites: Big Data and Business Analytics
COURSE DETAIL
COURSE DETAIL
This course examines major concepts in the theory of computation. Topics covered include deterministic and nondeterministic finite state automata, regular expressions, context-free languages, pumping lemma and push-down automata, equivalence of context-free grammars and push-down automata, Turing machines, decidable languages, reducibility, computational complexity, and NP-completeness. Textbooks: INTRODUCTION TO THE THEORY OF COMPUTATION by M. Sipser, INTRODUCTION TO AUTOMATA THEORY, LANGUAGES, AND COMPUTATION by J. Hopcroft, J. Ullman. Assessment: homework, midterm exam, final exam.
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
This course includes basic techniques such as finite-state machines, neural networks, genetic algorithms, and methods for application areas such as behavioral modelling, combinatorial optimization, and generation of 3D geometries. The programming language used is C++.
COURSE DETAIL
This course focuses on integrating software and hardware and building working computer systems. The course covers building touchpads; wearable devices; motion tracking; haptic devices, and autonomous vehicles.
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