Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses stochastic gradient descent, one of two ...

A novel framework has recently been proposed for designing the molecular structure of chemical compounds with a desired chemical property using both artificial neural networks and mixed integer linear ...

This course helps prepare you for a technical career in the creative games and entertainment industry, allowing you to develop industry-standard programming skills, and explore developments in ...

This paper presents a descent algorithm for the continuous convex piecewise linear network flow problem (CCPWLNFP). The CCPWLNFP can be reformulated as a linear programming problem and directly solved ...

An understanding of the complex social, political, economic and institutional factors that influence public policy is vital to effectively analyse policy decisions and social interventions, and to ...