Introduction to Numerical Methods
Undergraduate Course, AGH Univeristy of Kraków, 2024
Course introducing students to the basics of numerical methods in the context of data science and artificial intelligence. Teaching from 2020.
Topics covered:
- Numerical & Analytical Gradients
- Numerical Integration
- Interpolation Methods
- Applied Linear Algebra
- Optimization Techniques