### Math and Statistics for Data Science

Machine learning is a technical science and, like any technical subject, uses a mathematical language to formulate ideas. A growing number of solutions are trying to automate the whole process of machine learning, but if a person does not understand the mathematical formalism underlying the algorithms, it is impossible to test and debug models that can lead to false conclusions.

In this course, students learn the concepts of linear algebra, probability theory, and statistics that are key to exploratory data analysis, as well as understanding and developing machine learning algorithms.