Machine Learning Seminar 3
| Code | Completion | Credits | Range | Language |
|---|---|---|---|---|
| FIT-SM3 | Z | 4 | 2C | Czech |
- Course guarantor:
- Pavel Kordík
- Lecturer:
- Magda Friedjungová, Pavel Kordík
- Tutor:
- Magda Friedjungová, Pavel Kordík
- Supervisor:
- Department of Applied Mathematics
- Synopsis:
-
This seminar is led by experienced researchers and focuses on reviewing and understanding State-of-the-Art (SOTA) research papers in Machine Learning and AI.
You will learn to:
- Critically analyze research papers from top institutes and groups worldwide.
- Understand the latest breakthroughswhat is being developed in leading research labs.
- Master the methodology for properly reading and presenting scientific literature.
The work in this seminar will prepare you to attend (and profit from) top international ML/AI conferences and summer schools, as well as FIT's own Summer Research Program (VyLet).
- Requirements:
-
Strong interest in Machine Learning and AI.
- Syllabus of lectures:
-
The course consists of student presentations and teacher-led discussions on selected topics and research papers.
- Syllabus of tutorials:
-
The course consists of student presentations and teacher-led discussions on selected topics and research papers.
- Study Objective:
- Study materials:
-
All necessary study materials (selected research papers) will be provided by the teachers.
- Note:
-
Course information can be found at https://courses.fit.cvut.cz/FIT-SM1
- Further information:
- https://courses.fit.cvut.cz/FIT-SM1
- No time-table has been prepared for this course
- The course is a part of the following study plans:
-
- Master specialization Computer Security, in Czech, 2020 (elective course)
- Master specialization Design and Programming of Embedded Systems, in Czech, 2020 (elective course)
- Master specialization Computer Systems and Networks, in Czech, 202 (elective course)
- Master specialization Management Informatics, in Czech, 2020 (elective course)
- Master specialization Software Engineering, in Czech, 2020 (elective course)
- Master specialization System Programming, in Czech, version from 2020 (elective course)
- Master specialization Web Engineering, in Czech, 2020 (elective course)
- Master specialization Knowledge Engineering, in Czech, 2020 (elective course)
- Master specialization Computer Science, in Czech, 2020 (elective course)
- Mgr. programme, for the phase of study without specialisation, ver. for 2020 and higher (elective course)
- Bachelor Specialization Information Security, in Czech, 2021 (elective course)
- Bachelor Specialization Management Informatics, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Graphics, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Engineering, in Czech, 2021 (elective course)
- Bachelor program, unspecified specialization, in Czech, 2021 (elective course)
- Bachelor Specialization Web Engineering, in Czech, 2021 (elective course)
- Bachelor Specialization Artificial Intelligence, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Science, in Czech, 2021 (elective course)
- Bachelor Specialization Software Engineering, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Systems and Virtualization, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Networks and Internet, in Czech, 2021 (elective course)
- Study plan for Ukrainian refugees (elective course)
- Master specialization System Programming, in Czech, version from 2023 (elective course)
- Master specialization Computer Science, in Czech, 2023 (elective course)
- Bachelor Specialization Information Security, in Czech, 2024 (elective course)
- Bachelor program, unspecified specialization, in Czech, 2024 (elective course)
- Bachelor Specialization Management Informatics, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Graphics, in Czech, 2024 (elective course)
- Bachelor Specialization Software Engineering, in Czech, 2024 (elective course)
- Bachelor Specialization Web Engineering, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Networks and Internet, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Engineering, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Systems and Virtualization, in Czech, 2024 (elective course)
- Bachelor Specialization Artificial Intelligence, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Science, in Czech, 20214 (elective course)
- Teaching Informatics for Secondary Schools (elective course)
- Bc. specialization Computer Graphics with omitting BI-SVZ (elective course)
- Quantum Informatics (elective course)