Intelligent Systems
Неделя | Название | Описание |
---|---|---|
Course description and students obligations 2023/24 | About lecturers, contents, grading, and literature. |
|
Lecture slides 2023/24 (updated continuously with 2024/25 edition) | Warning: The slides from the lectures are outlines of the topics covered. Do not consider them as a replacement for the literature. |
|
Literature and readings | The main literature for machine learning:
Further readings:
|
|
Samples of written exams | Sample Exams |
|
A sample of oral exam questions | ||
Course repository | Link to the code repository |
|
Seminar I - Instructions | ||
Seminar I - datasets | ||
Data analyist is a top job | Other surveys confirm the findings.. |
|
Data science cheatsheet | ||
Numpy cheat sheet | ||
Pandas cheat sheet |