This course is ideal for graduated students interested in learning modern computational methods for the analysis of complex biochemical systems and genetic circuits; a modest mathematical background will suffice. The methods include biochemical systems theory and metabolic control analysis. This course begins with representations of biochemical systems, provides guidelines for setting up models, discusses in detail mathematical and computational methods of parameter estimation, model analysis and optimal design.