These notes will equip you with most needed and basic knowledge for other subjects, such as Data Science, Econometrics, Mathematical Statistics, Financial Engineering, Control Theory and etc., which ...

Although in a slightly different ordering than the videos, these notes (in particular, Sections 1-3), cover the material that is covered in this course. Section 4 covers additonal topics in matrix ...

Among other things, the course includes elementary linear algebra, the solution of equation systems ... The syllabus also includes any lecture notes that will be made available for the students in ...

Slides and lecture notes for the course 'machine learning I' taught ... The course assumes some previous knowledge of linear algebra and probability theory, but includes a refresher to probability ...