Computational systems biology offers tools to predict and design cell behavior for bioengineering. Students will learn how to reconstruct a genome-scale metabolic network, analyze it with matrix decomposition, compute cell phenotypes (metabolism, proteome allocation, stress response), and contextualize big data in networks using machine learning. (3.0 credit units). PREREQUISITE: permission of the instructor.
Computational systems biology offers tools to predict and design cell behavior for bioengineering. Students will learn how to reconstruct a genome-scale metabolic network, analyze it with matrix decomposition, compute cell phenotypes (metabolism, proteome allocation, stress response), and contextualize big data in networks using machine learning. (3.0 credit units). PREREQUISITE: permission of the instructor.
