252-3400-00L  Seminar on Machine Learning Systems

SemesterAutumn Semester 2022
LecturersA. Klimovic, C. Zhang
Periodicityyearly recurring course
Language of instructionEnglish
CommentNumber of participants limited to 40.

The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar.



Courses

NumberTitleHoursLecturers
252-3400-00 SSeminar on Machine Learning Systems2 hrs
Wed14:15-16:00IFW A 34 »
A. Klimovic, C. Zhang

Catalogue data

AbstractThis seminar covers core concepts and ideas in the general area of machine learning systems, ranging from distributed and federated learning systems, DevOps systems for ML, life cycle and data management systems for ML, etc.
ObjectiveThe seminar covers core concepts and ideas in the general area of machine learning systems, ranging from distributed and federated learning systems, DevOps systems for ML, life cycle and data management systems for MLs, etc. The focus will be to cover fundamental ideas on ML systems, with an emphasis on software systems and platforms.
ContentThe seminar will consist of student presentations based on a list of papers that will be provided at the beginning of the course. Presentations will be done in teams. Presentations will be arranged in slots of 30 minutes talk plus 15 minutes questions. Grades will be assigned based on quality of the presentation, coverage of the topic including material not in the original papers, participation during the seminar, and ability to understand, present, and criticize the underlying technology.

Performance assessment

Performance assessment information (valid until the course unit is held again)
Performance assessment as a semester course
ECTS credits2 credits
ExaminersC. Zhang, A. Klimovic
Typegraded semester performance
Language of examinationEnglish
RepetitionRepetition only possible after re-enrolling for the course unit.

Learning materials

 
Main linkCourse Website
Only public learning materials are listed.

Groups

No information on groups available.

Restrictions

Places26 at the most
PriorityRegistration for the course unit is only possible for the primary target group
Primary target groupComputer Science BSc (252000)
Waiting listuntil 02.10.2022

Offered in

ProgrammeSectionType
Computer Science BachelorSeminarWInformation