Linear Algebra for Machine Learning

The goal of this course is to provide firm foundations in linear algebra and optimization techniques that will enable students to analyze and solve problems arising in various areas of data science, especially machine learning and data analysis. The students will acquire a firm theoretical knowledge of these concepts and tools. You will also learn how to use these tools in practice by tackling various judiciously chosen projects (from Machine Learning, etc.).