Optimization Concepts for Data Science and Artificial Intelligence
This course focuses on linear, nonlinear, and mixed-integer linear optimization concepts in SAS Viya. Participants learn how to formulate optimization problems and how to make their formulations efficient by using index sets and arrays. The demonstrations in the course include examples of diet formulation and portfolio optimization. The OPTMODEL procedure is used to solve optimization problems that reinforce concepts introduced in the course.
Operations Research with SAS Optimization
This course focuses on formulating and solving mathematical optimization models using the OPTMODEL procedure, from inputting data to interpreting output and generating reports. The course covers smooth and non-smooth models with continuous and integer decision variables. Advanced capabilities, such as control flow, multiple models, and network optimization, leverage the power of SAS Viya to solve complicated business problems.