Machine Learning Seminar 4

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)