teaching
Spring 2023 - Calculus II
Institution: Illinois Institute of Technology, Chicago, IL, USA
Course Description: This course delves into advanced topics in calculus, including techniques of integration, sequences and series, and multivariable calculus. Students engage in problem-solving and apply calculus concepts to real-world scenarios.
Fall 2022 - Calculus I
Institution: Illinois Institute of Technology, Chicago, IL, USA
Course Description: An introductory course covering the fundamentals of calculus, including limits, derivatives, and the basics of integration. Emphasis is placed on understanding concepts and their applications in various fields.
Winter 2021/2022 - Mathematics for AI III
Institution: Johannes Kepler University, Linz, Austria
Course Description: This advanced course continues the exploration of mathematical analysis and linear algebra, focusing on normed vector spaces and Hilbert spaces. Students study series of functions, including convergence, power series, and Fourier series, alongside functional analysis and basic measure theory. The course also covers integral operators and the basics and applications of differential equations, equipping students with the mathematical tools needed for complex AI applications.
Summer 2021 - Mathematics for AI II
Institution: Johannes Kepler University, Linz, Austria
Course Description: This intermediate course builds on foundational concepts, focusing on integration in $\mathbb{R}$ and multidimensional calculus. Students explore vector spaces, linear maps, matrices, and systems of linear equations. The curriculum covers eigenvalues and eigenvectors, differential calculus in $\mathbb{R}^n$, and integration techniques in multidimensional spaces. This course provides essential mathematical tools for advanced AI algorithms and applications.
Winter 2020/2021 - Mathematics for AI I
Institution: Johannes Kepler University, Linz, Austria
Course Description: This introductory course covers essential mathematical concepts for artificial intelligence, including mathematical language, numbers, sets, logic, sequences, series, continuous functions, limits, and differential calculus in one dimension. Students gain a solid foundation in mathematics, crucial for understanding and implementing AI algorithms.