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course list >> Technische Fakultät (Tech) >> Artificial Intelligence (AI) >>
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Lehrveranstaltungsverzeichnis Masterstudiengang Artificial Intelligence (AI)
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Maschinelles Lernen und Datenanalytik für Industrie 4.0 [MADI40] -
- Lecturers:
- Björn Eskofier, An Nguyen, Franz Köferl, Philipp Schlieper, Christoph Scholl
- Details:
- Seminar, 2 cred.h, graded certificate, ECTS: 5, nur Fachstudium, Registration via mail to an.nguyen@fau.de
- Dates:
- Wed, 16:15 - 18:00, 00.010
Starts on 14.04.2021
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Prerequisites
Registration via e-mail to an.nguyen@fau.de Registration period: 15.02-19.04.2021
This course will be held online until the coronavirus pandemic is contained to such an extent that the Bavarian state government can allow face-to-face teaching again. More information will be sent via mail to registered students. 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
Examination:
50% of grade: Presentation + demo (20 minutes)
50% of grade 4 pages IEEE standard paper (excluding references) + code submission
Attending the presentations of other students
- Keywords:
- Machine Learning, Data Analytics, Process Mining, Predictive Maintenance, Industry 4.0, Healthcare
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Project Machine Learning and Data Analytics [ProjMAD] -
- Lecturers:
- Björn Eskofier, Dario Zanca, An Nguyen
- Details:
- Sonstige Lehrveranstaltung, graded certificate, ECTS: 10, Registration via email to dario.zanca@fau.de or an.nguyen@fau.de
- Dates:
- Thu, 16:15 - 18:00, 00.010
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Master Studium Informatik
Kick-off seminar on first Thursday of each semester (SS2021 - 15.04.2021)
Depending on the topic knowledge from courses like PR, PA, DL, MLTS or CV including good Python programming skills are required.
Motivation to code and experiment
- Keywords:
- Master Projekt Project
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The AMOS Project (Exercise) [OSS-AMOS-UE] -
- Lecturer:
- Dirk Riehle
- Details:
- Übung, ECTS: 5
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- ALL COURSES WILL BE MANAGED FULLY ONLINE UNTIL WE CAN RETURN TO IN-PERSON TEACHING.
| | | | 14:15 - 15:45 | n.V. | |
Riehle, D. | |
| | | 14:15 - 15:45 | n.V. | |
Riehle, D. | |
| | Wed | 12:30 - 14:00 | n.V. | |
Riehle, D. | |
| | Wed | 12:30 - 14:00 | n.V. | |
Riehle, D. | |
| | Wed | 12:30 - 14:00 | n.V. | |
Riehle, D. | |
| | Wed | 12:30 - 14:00 | n.V. | |
Riehle, D. | |
| | Wed | 12:30 - 14:00 | n.V. | |
Riehle, D. | |
| | Wed | 12:30 - 14:00 | n.V. | |
Riehle, D. | |
| | Wed | 18:15 - 19:45 | n.V. | |
Riehle, D. | |
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Cognitive Neuroscience for AI Developers [CNAID] -
- Lecturers:
- Patrick Krauß, Andreas Kist, Andreas Maier
- Details:
- Vorlesung, 4 cred.h, ECTS: 5, nur Fachstudium, This course will be held online until the coronavirus pandemic is contained to such an extent that the Bavarian state government can allow face-to-face teaching again. Information regarding the online teaching will be provided in the studon course.
- Dates:
- Tue, 14:15 - 15:45, 09.150
Thu, 10:15 - 11:45, 09.150
- 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
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Deep Learning Exercises [DL E] -
- Lecturers:
- Florian Thamm, Zijin Yang, Noah Maul, Karthik Shetty
- Details:
- Übung, 2 cred.h, ECTS: 2,5, nur Fachstudium, This course will be held online until the coronavirus pandemic is contained to such an extent that the Bavarian state government can allow face-to-face teaching again. Information regarding the online teaching will be added to the studon course
- Fields of study:
- WPF AI-MA ab 1
- Keywords:
- deep learning; machine learning
| | | Mon | 12:00 - 14:00 | 0.01-142 CIP | |
Thamm, F. | |
| | Tue | 18:00 - 20:00 | 0.01-142 CIP | |
Thamm, F. | |
| | Wed | 16:00 - 18:00 | 0.01-142 CIP | |
Thamm, F. | |
| | Thu | 14:00 - 16:00 | 0.01-142 CIP | |
Thamm, F. | |
| | Fri | 8:00 - 10:00 | 0.01-142 CIP | |
Thamm, F. | |
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Human Computer Interaction [HCI] -
- Lecturer:
- Björn Eskofier
- Details:
- Vorlesung, 3 cred.h, ECTS: 3,75
- Dates:
- Mon, 8:15 - 9:45, H10
Fri, 10:15 - 11:45, H10
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Folien zur Vorlesung und Organisation über Studon.
- Keywords:
- human-computer interaction, Mensch-Maschine-Schnittstelle, grafische Benutzerschnittstellen, mobile Mensch-Computer-Interaktion, Mensch-Maschine-Interaktion im Fahrzeug, ubiquitäre und eingebettete interaktive Systeme
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Human Computer Interaction Exercises [HCI-E] -
- Lecturer:
- Wolfgang Mehringer
- Details:
- Übung, 1 cred.h, ECTS: 1,25
- Dates:
- Mon, 14:15 - 15:45, K1-119 Brose-Saal
- Fields of study:
- WPF AI-MA ab 1
- Keywords:
- human-computer interaction, Mensch-Maschine-Schnittstelle, grafische Benutzerschnittstellen, mobile Mensch-Computer-Interaktion, Mensch-Maschine-Interaktion im Fahrzeug, ubiquitäre und eingebettete interaktive Systeme
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Computational Neurotechnology [Neurotech] -
- Lecturer:
- Tobias Reichenbach
- Details:
- Übung, 2 cred.h, ECTS: 2,5, nur Fachstudium
- Dates:
- Fri, 14:15 - 15:45, Zoom-Meeting
- Fields of study:
- WPF AI-MA 2
- Keywords:
- Neurotechnologie, neuroengineering, neurotechnology, computational, neuroscience, brain-machine-interface, brain-computer interface, neurorehabilitation
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Erweiterte Übungen zu Parallele Systeme [EU-PSys] -
- Lecturers:
- Michael Witterauf, Stefan Groth, Marcel Brand, Frank Hannig
- Details:
- Übung, 2 cred.h, ECTS: 2,5
- Dates:
- Thu, 14:00 - 18:00, 02.133-128
Wed, 8:00 - 12:00, 02.133-128
single appointment on 8.6.2021, single appointment on 6.7.2021, single appointment on 13.7.2021, 9:00 - 13:00, 02.133-128
single appointment on 14.7.2021, 10:00 - 14:00, 02.133-128
single appointment on 16.7.2021, 9:00 - 13:00, 14:00 - 18:00, 02.133-128
verpflichtend, vor Ort an den Rechnerarbeitsplätzen des Lehrstuhls
- Fields of study:
- WPF AI-MA ab 1
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Speech Understanding [SLU] -
- Lecturer:
- Andreas Maier
- Details:
- Vorlesung, 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:
- https://www.studon.fau.de/crs3717775.html
Für diese Lehrveranstaltung ist eine Anmeldung erforderlich.
Die Anmeldung erfolgt über: StudOn
- Keywords:
- Mustererkennung, Merkmale, HMM, Sprachmodelle, Prosodie, Suchalgorithmen
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Erweiterte Übungen zu Verteilte Systeme [EÜ VS] -
- Lecturers:
- Michael Eischer, Laura Lawniczak, Tobias Distler
- Details:
- Übung, 4 cred.h, ECTS: 5
- Dates:
- Tue, 10:00 - 12:00, 02.151-113 b CIP
starting 20.4.2021
- Fields of study:
- WPF AI-MA ab 1
- Prerequisites / Organisational information:
- Für diese Lehrveranstaltung ist eine Anmeldung erforderlich.
Die Anmeldung erfolgt von Donnerstag, 1.4.2021, 10:00 Uhr bis Freitag, 30.4.2021, 23:59 Uhr über: Waffel .
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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.
starting 21.4.2021
- Fields of study:
- WF AI-MA ab 1
WF AI-MA ab 1
- Keywords:
- Virtual Reality, Extended Reality, Augmented Reality
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Virtual Reality in Neuroscience [VRNeuro] -
- Lecturers:
- Daniel Roth, Gastredner, Tutoren
- Details:
- Vorlesung, 2 cred.h, graded certificate, ECTS: 5, nur Fachstudium, Rückfragen, Verständnisfragen, sowie Prüfung können auch auf Deutsch abgelegt werden. --- Questions, comprehension questions, as well as examination can also be taken in German.
- Dates:
- Thu, 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
- Keywords:
- Virtual Reality, Neuroscience, Simulation, Human-Computer Interaction
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