UMD CMSC 703 Entire Course

University of Maryland CMSC 703 Network Analysis and Modeling of Biological Systems Entire Course


An introduction to the computational network analysis and modeling of biological systems focusing on transcriptional, protein, signaling, and metabolic networks (with primary emphasis on integrating the former within the latter). Computational methods studied for this type of analysis include network and graph algorithms, network-based machine learning approaches, modeling dynamical systems, numerical optimization (linear, integer, and quadratic programming), and a variety of other methods used to solve constraint-based problems (primarily in the context of studying metabolic networks). These methods are complementary to those studied in CMSC701 and CMSC702.


Note: This entire course includes discussions, assignments, course projects, and exams.

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