A thorough understanding of Linear Algebra and Vector Calculus ... to the fundamentals of mathematical optimization for machine learning and deep learning. Using a range ...

When managers and companies talk about optimization, they are usually referring to linear and integer programming. Once you understand these, you will be able to understand other types of optimization ...

optimization for machine learning, deep learning and optimization, machine learning for optimization, optimization and learning under uncertainty, etc. More information on the conference can be found ...