Semester
Spring
Year offered
2025
Advanced Numerical Methods and Data Analytics for Engineers: This class is offered every year during the Spring Semester by Prof. Banerjee.
- Topic 1: Review of Vector Calculus and Calculus of Variation (from 501)
- Topic 2: Numerical Solution of Ordinary Differential Equations, FDM, Implicit and Explicit
- Topic 3: Numerical Solution of Partial Differential Equations (PDEs), Numerical Integration, FEM, FDM
- Topic 4: Introduction to Fundamentals of Optimization in Engineering
- Topic 5: Introduction to Data Science and Data Modeling
- Topic 6: Programming with Python and/or MATLAB