703076 PS Machine Learning

summer semester 2023 | Last update: 19.05.2023 | Place course on memo list

Department:

Instructor:

Sayantan Auddy, MSc
David Drexel, BSc MSc, +43 512 507 53486
Dipl.-Ing. Jakob Johannes Hollenstein, +43 512 507 53388
Danielle Maree McKenney, BA

Course number:

703076

Title:

PS Machine Learning

Type/hours:

PS 2

ECTS credits:

Period:

weekly

Mode of repetition:

annually

Language of instruction:

English

Learning Outcome:

After completing this module, students know and understand important methods of machine learning that allow software systems to independently adjust their parameters based on sample data and/or to continuously optimise their performance. They are able to formalise application problems for machine learning and to solve them using established methods.

Contents:

Discussion and practice of the topics covered in the lecture with theoretical brainteasers and arithmetic problems as well as practical programming exercises.

Methods:

Written homework assignments and programming projects.

Assessment:

Continuous assessment (based on regular written and/or oral contribution by participants).

Literature:

Will be discussed in the first lesson.

OLAT:

https://lms.uibk.ac.at/url/RepositoryEntry/5410291853

Link:

https://iis.uibk.ac.at/courses

Start:

see dates

allocated to study field

Faculty of Mathematics, Computer Science and Physics

Bachelor's Programme Computer Science according to the Curriculum 2019 (180 ECTS-Credits, 6 semesters)

Compulsory Modules (165 ECTS-Credits)

Compulsory Module 17: Machine Learning (7,5 ECTS-Credits, 5 h)

Sustainable development goals

SDG 4 - Quality education: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all.
SDG 9 - Industry, Innovation, and Infrastructure: Build resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation.

Dates

Group 1	Export course dates of this group as iCalendar (.ics) Help
Hollenstein J.
Date	Time	Location
Wed 2023-03-08	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-03-15	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-03-22	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-03-29	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-04-19	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-04-26	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-05-03	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-05-10	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-05-17	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-05-24	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-05-31	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-06-07	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-06-14	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-06-21	08.15 - 10.00	rr 20 rr 20	Barrier-free
Wed 2023-06-28	08.15 - 10.00	rr 20 rr 20	Barrier-free
Group 2	Export course dates of this group as iCalendar (.ics) Help
Drexel D.
Date	Time	Location
Wed 2023-03-08	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-03-15	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-03-22	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-03-29	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-04-19	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-04-26	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-05-03	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-05-10	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-05-17	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-05-24	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-05-31	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-06-07	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-06-14	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-06-21	10.15 - 12.00	rr 20 rr 20	Barrier-free
Wed 2023-06-28	10.15 - 12.00	rr 20 rr 20	Barrier-free
Group 3	Export course dates of this group as iCalendar (.ics) Help
Auddy S.
Date	Time	Location
Wed 2023-03-08	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-03-15	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-03-22	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-03-29	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-04-19	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-04-26	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-05-03	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-05-10	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-05-17	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-05-24	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-05-31	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-06-07	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-06-14	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-06-21	12.15 - 14.00	rr 20 rr 20	Barrier-free
Wed 2023-06-28	12.15 - 14.00	rr 20 rr 20	Barrier-free
Group 4	Export course dates of this group as iCalendar (.ics) Help
Auddy S.
Date	Time	Location
Wed 2023-03-08	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-03-15	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-03-22	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-03-29	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-04-19	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-04-26	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-05-03	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-05-10	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-05-17	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-05-24	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-05-31	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-06-07	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-06-14	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-06-21	14.15 - 16.00	rr 20 rr 20	Barrier-free
Wed 2023-06-28	14.15 - 16.00	rr 20 rr 20	Barrier-free
Group 5	Export course dates of this group as iCalendar (.ics) Help
McKenney D.
Date	Time	Location
Wed 2023-03-08	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-03-15	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-03-22	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-03-29	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-04-19	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-04-26	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-05-03	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-05-10	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-05-17	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-05-24	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-05-31	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-06-07	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-06-14	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-06-21	12.15 - 14.00	rr 15 rr 15	Barrier-free
Wed 2023-06-28	12.15 - 14.00	rr 15 rr 15	Barrier-free
Group 6	Export course dates of this group as iCalendar (.ics) Help
Hollenstein J.
Date	Time	Location
Wed 2023-03-08	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-03-15	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-03-22	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-03-29	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-04-19	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-04-26	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-05-03	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-05-10	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-05-17	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-05-24	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-05-31	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-06-07	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-06-14	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-06-21	14.15 - 16.00	rr 15 rr 15	Barrier-free
Wed 2023-06-28	14.15 - 16.00	rr 15 rr 15	Barrier-free