DSC-731
MS
Optimization Methods for Data Science
(DE) Domain Elective
Theory: 3 Cr. Hrs
Total: 3 Cr. Hrs
Linear optimization; unconstrained nonlinear optimization; nonlinear optimization algorithms; linear regression; nonlinear regression; logistic regression; numerical solution for linear systems; stochastic gradient descent; constrained nonlinear optimization; quadratic programs; application of optimization methods in data science
In Programmes
MS
MS (Data Science)
Electives Pool —
Elective (Current Scheme)