Lehrveranstaltungsverzeichnis Masterstudiengang Artificial Intelligence (AI)
Seminar "Visual Computing" [VCHS(AR)] -
- Lecturers:
- Tobias Günther, Tim Weyrich
- Details:
- Masterseminar, 2 cred.h, graded certificate, ECTS: 5, nur Fachstudium
- Dates:
- Wed, 16:15 - 17:45, 01.151-128
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- In this seminar, attendance is mandatory. Up to three missed sessions are allowed. In case of absence due to medical or other exceptional reasons, exceptions can be made if the lecturers are informed before the missed seminar session.
- Keywords:
- Visual Computing
|
AI-1 Systems Project [AI1SysProj] -
- Lecturers:
- Michael Kohlhase, Jan Frederik Schäfer
- Details:
- Projektseminar, 4 cred.h, ECTS: 10
- Dates:
- Tue, 14:15 - 16:00, Zoom-Meeting
- Fields of study:
- WPF AI-MA ab 1
|
Master-Projekt Datenmanagement -
- Lecturers:
- Richard Lenz, Viktor Leis, Alle Assistenten
- Details:
- Projektseminar, 2 cred.h, ECTS: 10, nur Fachstudium
- Dates:
- unregelmäßig, nach Bedarf
- Fields of study:
- WPF AI-MA 3
- Keywords:
- Master; Projekt; Project; Masterprojekt; Master Projekt; EDEN; BATS; TDQMed; DSAM
|
Fantastic datasets and where to find them [FANDAT] -
- Lecturers:
- Andreas Kist, René Groh
- Details:
- Seminar, 2 cred.h, graded certificate, ECTS: 2,5, nur Fachstudium, für FAU Scientia Gaststudierende zugelassen
- Dates:
- Thu, 13:15 - 14:45, Zoom-Meeting
Online only seminar, please register via StudOn to have access to the Zoom link
- Fields of study:
- WPF AI-MA ab 1
|
Green AI - AI for Sustainability and Sustainability of AI [GREENAI] -
- Details:
- Seminar, 2 cred.h, graded certificate, ECTS: 5, für FAU Scientia Gaststudierende zugelassen, There are no more free places in the SS 2022.
- Fields of study:
- WPF AI-MA ab 1
| | Wed | 10:15 - 11:45 | 00.010 | |
Dorschky, E. Raab, R. Eskofier, B. |
Machine Learning and Data Analytics for Industry 4.0 -
- Lecturers:
- Björn Eskofier, Johannes Roider, Christoph Scholl, Lukas Schmidt
- Details:
- Seminar, 2 cred.h, graded certificate, ECTS: 5, nur Fachstudium, für FAU Scientia Gaststudierende zugelassen, Registration via mail to johannes.roider@fau.de
- Dates:
- Wed, 16:15 - 18:00, 00.010
Starts April 27th 2022
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Registration via e-mail to johannes.roider@fau.de Registration period: 25.02.-04.05.2022
The seminar will be held face-to-face.
Requirements:
Prior knowledge of machine learning via courses like PA, IntroPR, PR, DL, MLTS, CVP or equivalent (ideally first project experiences) is expected!
Motivation to explore scientific findings (e.g. via literature research)
Motivation to code and analyze data
Please state your previous experience in machine learning (e. g. Which courses did you take? Which project experience do you have?) when registering for the course. Examination:
50% of grade: Presentation + demo (20 minutes)
50% of grade 4 pages IEEE standard paper (excluding references) (+ code submission)
Attendance of all meetings is required.
- Keywords:
- Machine Learning, Data Analytics, Process Mining, Predictive Maintenance, Industry 4.0, Healthcare, Automotive
|
Seminar Humans in the Loop: The Design of Interactive AI Systems -
- Lecturer:
- Bernhard Kainz
- Details:
- Seminar, 2 cred.h, ECTS: 5
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA ab 2
- Prerequisites / Organisational information:
- recommended prerequisites:
Deep Learning ML Prof. Dr. Andreas Maier 2+2 5 x E
Pattern Recognition ML Prof. Dr. Andreas Maier 3+1+2 5 x E
Maschinelles Lernen für Zeitreihen ML Prof. Eskofier, Prof. Oliver Amft, Dr. Ch. Mutschler 2+2+2 7.5 x E
|
Computational Imaging Project -
- Lecturers:
- Florian Knoll, Zhengguo Tan
- Details:
- Sonstige Lehrveranstaltung, 8 cred.h, ECTS: 10, nur Fachstudium, für FAU Scientia Gaststudierende zugelassen
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA 1
|
Project Representation Learning -
- Lecturer:
- Bernhard Kainz
- Details:
- Sonstige Lehrveranstaltung, 8 cred.h, ECTS: 10, nur Fachstudium
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- recommended:
Deep Learning ML Prof. Dr. Andreas Maier 2+2 5 x E
Pattern Recognition ML Prof. Dr. Andreas Maier 3+1+2 5 x E
Maschinelles Lernen für Zeitreihen ML Prof. Eskofier, Prof. Oliver Amft, Dr. Ch. Mutschler 2+2+2 7.5 x E
|
Projekt Mustererkennung -
- Lecturer:
- Andreas Maier
- Details:
- Sonstige Lehrveranstaltung, graded certificate, ECTS: 10, At the Pattern Recognition Lab we offer project topics that are connected to our current research in the fields of medical image processing, speech processing and understanding, computer vision and digital sports. Other than a course with fixed topic, project topics are defined individually. The 10 ECTS project is directed towards students of computer science. However, most projects can also be offered as 5 ECTS medical engineering Academic Lab or Research Lab. Please have a look at our website for an overview: https://lme.tf.fau.de/teaching/thesis/
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA ab 1
- Keywords:
- Master Projekt Project
|
The AMOS Project (UE) [OSS-AMOS-UE(A)] -
- Lecturer:
- Dirk Riehle
- Details:
- Übung, für FAU Scientia Gaststudierende zugelassen
- Fields of study:
- WPF AI-MA ab 1
| | Mon | 08:15 - 09:45 | Übung 3 / 01.252-128 | |
Riehle, D. |
| Mon | 18:15 - 19:45 | 00.152-113 | |
Riehle, D. |
| Tue | 18:15 - 19:45 | 01.255-128 | |
Riehle, D. |
| Wed | 08:15 - 09:45 | Übung 3 / 01.252-128 | |
Riehle, D. |
| Wed | 14:15 - 15:45 | 01.151-128 | |
Riehle, D. |
| Thu | 08:15 - 09:45 | Übung 3 / 01.252-128 | |
Riehle, D. |
| Thu | 10:15 - 11:45 | Übung 3 / 01.252-128 | |
Riehle, D. |
| Fri | 16:15 - 17:45 | Übung 3 / 01.252-128 | |
Riehle, D. |
Übungen zu Wissensrepräsentation und -verarbeitung [ÜWuV(A)] -
- Lecturer:
- Florian Rabe
- Details:
- Übung, 2 cred.h, Won't take place in the first week. Takes place in the same zoom room as the lecture.
- Fields of study:
- WPF AI-MA ab 1
| | Thu | 14:15 - 15:45 | 01.255-128 | |
Rabe, F. |
Biomedical Signal Analysis [BioSig(A)] -
- Lecturer:
- Björn Eskofier
- Details:
- Vorlesung, 2 cred.h, ECTS: 2,5
- Dates:
- Wed, 08:15 - 09:45, H10
Online
- Fields of study:
- WPF AI-MA ab 1
|
Biomedical Signal Analysis Exercise [BioSig-UE(A)] -
- Lecturer:
- Björn Eskofier
- Details:
- Übung, 2 cred.h, ECTS: 2,5
- Fields of study:
- WPF AI-MA ab 1
| | Thu | 16:15 - 17:45 | EL 4.14 | |
Eskofier, B. |
Cognitive Neuroscience for AI Developers [CNAID(A)] -
- Lecturers:
- Patrick Krauß, Andreas Kist, Andreas Maier
- Details:
- Vorlesung, 4 cred.h, ECTS: 5, nur Fachstudium
- Dates:
- Wed, 10:15 - 11:45, H9
Thu, 14:15 - 15:45, HG
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- FAU students register for the written exam via meinCampus.
https://www.studon.fau.de/crs3690005.html
|
Lecture Machine Learning for Time Series [MLTS(A)] -
- Lecturers:
- Björn Eskofier, , Dario Zanca, Luis Ignacio Lopera Gonzalez
- Details:
- Vorlesung, 2 cred.h, graded certificate, ECTS: 2,5
- Dates:
- Tue, 08:15 - 09:45, 05.025
- Fields of study:
- WPF AI-MA ab 1
|
Lab project Machine Learning for Time Series -
- Lecturers:
- An Nguyen, Johannes Roider
- Details:
- Praktikum, 2 cred.h, ECTS: 2,5
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA ab 1
|
Machine Learning for Time Series Exercise [MLTS-UE(A)] -
- Lecturers:
- Leo Schwinn, Philipp Schlieper
- Details:
- Übung, 2 cred.h, ECTS: 2,5
- Dates:
- Wed, 10:15 - 11:45, 0.68
- Fields of study:
- WPF AI-MA ab 1
|
Medical Image Processing for Diagnostic Applications (VHB course) -
- Lecturers:
- Andreas Maier, Luis Carlos Rivera Monroy, Celia Martín Vicario, Manuela Meier, Arpitha Ravi
- Details:
- Vorlesung, 4 cred.h, ECTS: 5
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Requirements: mathematics for engineering
Organization:
This is an online course of Virtuelle Hochschule Bayern (VHB).
Go to https://www.vhb.org to register to this course.
FAU students register for the written exam via meinCampus.
- Keywords:
- Mustererkennung, Medizinische Bildverarbeitung
|
Medical Image Processing for Interventional Applications (online course) -
- Lecturers:
- Andreas Maier, Luis Carlos Rivera Monroy, Celia Martín Vicario, Manuela Meier, Arpitha Ravi
- Details:
- Vorlesung, 4 cred.h, ECTS: 5
- Dates:
- to be determined
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- mathematics for engineering; This lecture focuses on interventional procedures. It is recommended but not necessary to attend Medical Image Processing for Diagnostic Applications (MIPDA) before.
- Keywords:
- Mustererkennung, Medizinische Informatik, Medizinische Bildverarbeitung
|
Middleware - Cloud Computing [MW(A)] -
- Lecturer:
- Tobias Distler
- Details:
- Vorlesung, 2 cred.h, ECTS: 2,5
- Dates:
- Thu, 10:15 - 11:45, 0.031-113
Die Vorlesung findet in Präsenz statt und wird zusätzlich online übertragen.
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Geeignet für Bachelor ab 5. Semester, Master ab 1. Semester
Empfohlene Grundlagenveranstaltung: Systemprogrammierung I
Anmeldung zu den Übungen erforderlich
|
Erweiterte Übungen zu Middleware - Cloud Computing -
- Lecturers:
- Laura Lawniczak, Tobias Distler
- Details:
- Übung, 2 cred.h, ECTS: 5
- Dates:
- Veranstaltung findet zusammen mit "Übungen zu Middleware - Cloud Computing" statt.
- Fields of study:
- WPF AI-MA ab 1
|
Rechnerübungen zu Middleware - Cloud Computing [RÜ MW] -
- Lecturers:
- Tobias Distler, Laura Lawniczak
- Details:
- Übung, 2 cred.h, Die Rechnerübung ist als Präsenzveranstaltung geplant, es wird aber (im selben Zeitslot) ebenfalls eine Onlinevariante geben
- Dates:
- Thu, 14:00 - 16:00, 01.153-113 CIP
Mon, 10:00 - 11:00, Zoom-Meeting
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Die Rechnerübung ist nur bei Bedarf betreut, ansonsten unbetreut. D.h. wenn zu Beginn der Übung kein Bedarf besteht findet die Übung unbetreut statt. Bei Fragen, die in der Übung nicht geklärt wurden, einfach bei uns vorbeischauen oder eine kurze e-Mail an i4mw-owner@lists.cs.fau.de schreiben.
|
Übungen zu Middleware - Cloud Computing -
- Lecturers:
- Laura Lawniczak, Tobias Distler
- Details:
- Übung, 2 cred.h, ECTS: 2,5
- Dates:
- Die Tafelübungen werden asynchron als Videos angeboten. Mehr Informationen auf der Webseite und beim ersten Termin der Vorlesung.
- Fields of study:
- WPF AI-MA ab 1
|
The AMOS Project (VL) [OSS-AMOS-VL(A)] -
- Lecturer:
- Dirk Riehle
- Details:
- Vorlesung, 2 cred.h, ECTS: 5, für FAU Scientia Gaststudierende zugelassen
- Dates:
- Mon, 10:15 - 11:45, H9
- Fields of study:
- WPF AI-MA ab 1
|
Wissensrepräsentation und -verarbeitung [WuV(A)] -
- Lecturers:
- Florian Rabe, Michael Kohlhase
- Details:
- Vorlesung, 4 cred.h, ECTS: 7,5, nur Fachstudium
- Dates:
- Tue, 14:15 - 15:45, H6
Wed, 10:15 - 11:45, H6
Details auf https://kwarc.info/courses/wuv/
- Fields of study:
- WPF AI-MA ab 1
|
Advanced Mechanized Reasoning in Coq [AMeRiCo(A)] -
- Lecturer:
- Tadeusz Litak
- Details:
- Vorlesung mit Übung, 4 cred.h, ECTS: 7,5, geeignet als Schlüsselqualifikation
- Dates:
- Tue, 08:15 - 09:45, 01.151-128
Thu, 16:15 - 17:45, 01.151-128
- Fields of study:
- WPF AI-MA ab 1
- Keywords:
- Coq Proof Assistants Mechanized Reasoning
|
Inertial Sensor Fusion [ISF(A)] -
- Lecturers:
- Thomas Seel, Simon Bachhuber
- Details:
- Vorlesung mit Übung, 4 cred.h, ECTS: 5
- Dates:
- Tue, 16:15 - 17:45, H10
Wed, 10:15 - 11:45, H10
- Fields of study:
- WPF AI-MA ab 1
|
Kommunikation und Parallele Prozesse [KommPar(A)] -
- Lecturer:
- Lutz Schröder
- Details:
- Vorlesung mit Übung, 4 cred.h, ECTS: 7,5
- Dates:
- Tue, 16:15 - 17:45, 02.133-113
Fri, 10:15 - 11:45, 02.133-113
- Fields of study:
- WPF AI-MA ab 1
|
Logik-Basierte Sprachverarbeitung [LBS(A)] -
- Lecturers:
- Michael Kohlhase, Florian Rabe
- Details:
- Vorlesung mit Übung, 4 cred.h, ECTS: 5, nur Fachstudium, je nachdem was die Studierenden besser verstehen.
- Dates:
- Tue, 16:15 - 17:45, 04.023
Thu, 10:15 - 11:45, 04.023
https://www.studon.fau.de/crs4139317.html und https://kwarc.info/courses/lbs
- Fields of study:
- WPF AI-MA ab 1
|
Big Data Seminar -
- Lecturers:
- Dominik Probst, Demian E. Vöhringer
- Details:
- Seminar, 2 cred.h, ECTS: 5, nur Fachstudium
- Dates:
- nach Vereinbarung
- Fields of study:
- WF AI-MA ab 1
- Keywords:
- Big Data; Machine Learning; Predictive Maintenance
|
Virtual and Augmented Reality [VRAR] -
- Lecturers:
- Daniel Roth, Tutoren, Gastredner
- Details:
- Sonstige Lehrveranstaltung, 8 cred.h, graded certificate, ECTS: 10, nur Fachstudium, Combination of lecture (2 SWS) and practical course (6 SWS). Rückfragen, Verständnisfragen, sowie Prüfung können auch auf Deutsch abgelegt werden. --- Questions, comprehension questions, as well as examination can also be taken in German.
- Dates:
- Wed, 13:30 - 15:00, Zoom-Meeting
Neben den regelmäßigen Zoom Meetings wird (je nach Corona Maßnahmen) „Open Lab“ Möglichkeiten unter Einhaltung Corona Maßnahmen geben. --- In addition to regular Zoom meetings, there will be (depending on Corona measures) "Open Lab" opportunities while adhering to Corona measures.
- Fields of study:
- WF AI-MA ab 1
WF AI-MA ab 1
- Keywords:
- Virtual Reality, Extended Reality, Augmented Reality
|
|
|