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https://www.oth-aw.de/neumann/research/#forschungsfeld
"One Link to rule them all, One Link to find them, …"
8. Oktober 2024Fakultät Elektrotechnik, Medien, Informatik | EMI 3
Se [...] stations)
• Increased range through the use of
powertrain technology
• Reduction in travel time due to shorter charging times
(11 partners, 6,8 € millions, 2019-2022)
17. November 2023Oberpfälzer Rin [...] Anwendungen, Apps
Zum Beispiel in den Branchen
• Handel, e-Commerce
• Banken, Versicherungen
• eLearning, Verlage, Medien
• u.v.m.
8. Oktober 2024Fakkultät Elektrotechnik, Medien und Informatik | Prof
Machine Learning mit Scikit-Learn, Keras und TensorFlow“, O'Reilly; 2. Edition (2020)
Bishop, C.M.: „Pattern Recognition and Machine Learning“, Springer (2006)
Chollet, F.: „Deep Learning with Python“ [...]
Seite 102 von 116
6.6.3 Machine Learning for Engineers – Einführung in Methoden und Werkzeuge
Machine Learning for Engineers – Introduction to Methods ans Tools
Zuordnung zum
Curriculum [...] und verschiedener Algorithmen des
Machine Learning.
• Methodenkompetenz:
Die Studierenden sind befähigt, verschiedene Verfahren des Machine Learnings praktisch anzugehen und die Ergebnisse zu
(7) In addition to specialist and methodological skills, the degree programme aims to convey the
joy of learning and the creative application of knowledge, promote the ability to criticise and
reflect [...] language skills in the first two study sections to enable them
to enter the German labour market at the start of the practical semester and to be able to
complete the third study section partly in German [...] serve to deepen the
content of the compulsory modules.
(4) 1There is no entitlement to all compulsory elective modules and elective modules being
offered. 2Similarly, there is no entitlement to courses
program is to enable students to act and to independently and
autonomously learn and apply scientific knowledge and methods in the fields of Artificial
Intelligence (AI), Machine Learning (ML) as well [...] ²They are qualified to work on application or research-oriented tasks and projects in a
scientifically sound and largely independent manner. ³They have learned to define goals, to develop
knowledge [...] international business. ³They learn how to deal with English in a business-fluent
manner. ⁴They thus meet the requirements of international business and are prepared to take on
responsibility and
Verfahren (z.B. XAI, Embedded AI, semi-/self-supervised learning, active learning, federated learning,
contrastive learning, transfer learning, DL für Audiosignale)
Lehrmaterial / Literatur
Teaching [...] Practical Machine Learning Tools and Techniques, Morgan Kaufmann, 2018.
A. Géron: Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 2018
Raschka: Machine Learning mit Python: das [...] and Machine Learning, Springer, 2006.
F. Chollet: Deep Learning with Python, Manning, 2018. (deutsche Version bei mitp Professional, 2018)
A. Géron: Hands-On Machine Learning with Scikit-Learn, Keras, and
number BYCZ
01- 100). The aim of the project is to set up, pilot, evaluate and successfully implement a new, unique study programme focused on applied learning that is of great importance for the
Bavarian-Czech [...] partnership between OTH Amberg-Weiden and the University of
West Bohemia
Intensified practical learning with two internships facilitated by the universities
Unique programme in both Bavaria and the [...] Bavarian-Czech border region. With a total budget of 411,001.25 Euro, the project runs from May 1, 2024 to February 28, 2027.
FIND OUT MORE
2 Bachelor degrees (B.Sc. and Bc.) in
one programme
8 semesters
allows you to set your own priorities in your studies , according to your interests. From the third semester onwards, you can choose from a wide range of possible subjects. You are not limited to the Eng [...] possible to start your studies in the winter or summer semester. Registration deadlines You can register for the winter semester from 15. April to 15. July and for the summer semester from 1. November to 15 [...] link: Primuss applicant portal . Admission requirements Do you want to apply for the Technical Engineering degree programme? To be admitted to OTH Amberg-Weiden, you need the general qualification for university
provided in German up to level B2 . This enables them to attend the lectures offered by the faculty in German. German-speaking students receive comprehensive training in English. In contrast to other bachelor's [...] semesters, in which you will have completed various compulsory modules, you will be able to choose the modules you wish to take from the catalogue of courses offered. In the third and fourth semesters, the [...] The resulting longer period of time in a company offers you the opportunity to establish contacts with potential employers and to lay a good foundation for your professional career at home and abroad. Upon
Bernt Mayer
24 A Micro Data Approach to the Identification of Credit Crunches
von Timo Wollmershäuser und Horst Rottmann
25 Strategies and possible directions to improve Technology
Scouting in China [...] t.de
mailto:f.seitz@oth-aw.de
English Abstract:
We analyze the ability of standard macro models to explain recessions and depressions as well as
financial crises. We find that the usual textbook models [...] decisive
factor is the (lack of) adjustment of the real interest rate. As a solution, we propose recourse to
elements of the Loanable Funds theory. This can better explain the interactions between the goods
Bernt Mayer
24 A Micro Data Approach to the Identification of Credit Crunches
von Timo Wollmershäuser und Horst Rottmann
25 Strategies and possible directions to improve Technology
Scouting in China [...] t.de
mailto:f.seitz@oth-aw.de
English Abstract:
We analyze the ability of standard macro models to explain recessions and depressions as well as
financial crises. We find that the usual textbook models [...] decisive
factor is the (lack of) adjustment of the real interest rate. As a solution, we propose recourse to
elements of the Loanable Funds theory. This can better explain the interactions between the goods
Bernt Mayer
24 A Micro Data Approach to the Identification of Credit Crunches
von Timo Wollmershäuser und Horst Rottmann
25 Strategies and possible directions to improve Technology
Scouting in China [...] t.de
mailto:f.seitz@oth-aw.de
English Abstract:
We analyze the ability of standard macro models to explain recessions and depressions as well as
financial crises. We find that the usual textbook models [...] decisive
factor is the (lack of) adjustment of the real interest rate. As a solution, we propose recourse to
elements of the Loanable Funds theory. This can better explain the interactions between the goods
en. Wenn Sie beispielsweise
unbedingt Fotos vom letzten Meeting ver-
öffentlichen müssen, machen Sie vorher
sensible Daten wie URLs, Meeting-IDs
sowie die Gesichter der Teilnehmer un-
kenntlich.
Anrufe [...] wollen. Fordern Sie die
Kollegen zunächst auf, die Kamera zu ak-
tivieren und starten Sie das Meeting neu,
wenn die Geisterbilder nicht verschwin-
den.
Übrigens: Die beliebten Screenshots
von Vid [...] Verschlüsselung an!
Grundsätzlich sollten Sie Daten nur Ende-
zu-Ende-verschlüsselt austauschen (end-
to-end encryption, E2EE), sodass nie-
mand mitlesen kann, nicht einmal der
Server, der die Nachrichten
prevented to attend the inspection on February
14th, this must be announced in good time on the bulletin board (Schwarzes
Brett). Students who would like to view their exam then have the opportunity
to request [...] stated. In order to meet deadlines, inspection must be possible within
four calendar weeks from the day the grades are announced.
The agreed appointment must be observed, there is no right to catch up on [...] und Erstkorrektor-
innen.
The inspection will take place on Friday, February 14th, 2025, from 9:00 to
12:00 at the MBUT Faculty with the respective first correctors
2. Sollten Erstkorrektoren und
Machine Learning mit Scikit-Learn, Keras und TensorFlow“, O'Reilly; 2. Edition (2020)
Bishop, C.M.: „Pattern Recognition and Machine Learning“, Springer (2006)
Chollet, F.: „Deep Learning with Python“ [...]
Seite 66 von 86
4.1.3 Machine Learning for Engineers – Einführung in Methoden und Werkzeuge
Machine Learning for Engineers – Introduction to Methods ans Tools
Zuordnung zum
Curriculum [...] und verschiedener Algorithmen des
Machine Learning.
• Methodenkompetenz:
Die Studierenden sind befähigt, verschiedene Verfahren des Machine Learnings praktisch anzugehen und die Ergebnisse zu
science and the machine learning domain
• Understanding some of the most widely used machine learning methods
• Being able to implement a machine learning pipeline in order to solve real world problems [...] Voraussetzungen*
Prerequisites
This course is an introduction to ML. There is no need to have any prior knowledge about machine learning
*Hinweis: Beachten Sie auch die Voraussetzungen nach Prüf [...] limited to
linear regression and classification, Support vector machines and Deep neural networks.
3) Introduction to Python programming for data science.
4) Applying machine learning models on
designed to enable students to take on a leading role in groups or organisations and to promote the
professional development of team members in a targeted manner. 2Students should learn to define
goals [...] independently, use suitable means to achieve them and accompany detailed project planning
and implementation. 3One of the aims of the degree programme is to be able to recognise, assess
and deal with [...] manner. 2At
the same time, students learn how to systematically consider the social, cultural, ecological and ethical
effects of activities and decisions, subject them to critical reflection and incorporate
incl. Weighting Learning Objectives/Competencies
to be Assessed
Module work (ModA) Project Work in Groups
50% Presentation, similar to board presentation at
annual shareholder meeting
50% written report [...] able to acquire skills to help develop technical design and solution options and to assess technical
appropriateness.
Method of Assessment
Form of Examination Type/Scope incl. Weighting Learning Ob [...] report, similar to Management’s discussion
and analysis of financial condition and results of
operations (MD&A)
The group project is used to test
the practical learning content and
competence profiles
introduction to object-oriented programming, including an overview of the language syntax and how to develop simple
applications. Students will learn how to write custom classes and methods, and how to test their [...] Weighting *2)
Learning Objectives/Competencies to be Assessed
Module work (ModA)
Project Work in Groups
-Details to follow-
The group project is used to test the practical learning content
and [...] bonus earned is forfeited. It is not possible to
transfer bonus points to repeat examinations.
The group project is used to test the practical learning content
and competence profiles, including teamwork
students learn to cooperate in teams and create goal-driven solutions. We encourage ‘thinking outside the box’, and looking for realistic, application-oriented results. This year's topic: Learnings from the [...] Come and join our 1 week, 30 international students and several experts on sustainability Come to learn, experience, share, and implement sustainability concepts! Besides working on real-life projects [...] event(s) Additional funding for travel costs may be available via your home university Application To apply for the International Summer School on Sustainability, please follow these two steps: Fill in
case studies suggest that crises are likely to have contributed
to the dynamic growth in demand for banknotes in the countries analysed. This applies both to small
and large banknote denominations.
Keywords: [...] however, global
cash demand continues to increase and for most countries even relative to GDP (Rösl, Seitz 2021).
This observation is confirmed by Figure 1, which refers to 16 selected countries from all ( [...] political crises, typically led to a surge in cash demand in past decades, too
(Rösl, Seitz 2022b). This can be attributed to the unique characteristics of cash, which help to stabilize
the economy at times
is extended by a multi-agent reinforcement learning
approach in order to be able to control several vehicles (fleet). Using simple
examples and an existing solver for the so-called Dial-A-Ride problem [...] eines Multi-Agent Reinforcement Learning Ansatzes zur
Steuerung von Fahrzeugflotten
Zusammenfassung:
Nach Literaturanalyse wird ein bestehender Reinforcement Learning Ansatz zur
Steuerung von Fahrzeugen [...] Development of a multi-agent reinforcement learning approach for
controlling vehicle fleets
Summary:
After analyzing the literature, an existing reinforcement learning approach for
controlling vehicles is
20 h
Übungsleistungen: 70 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] h
Klausurvorbereitung: 30 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] h
Klausurvorbereitung: 30 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden
work on real-life projects,
and profit from virtual and in situ input
sessions. They will learn to cooperate in
teams and create goal-driven solutions.
• We will encourage ‘thinking outside the [...] y,
project management and teamwork, and a
multitude of advisors and helpers come
together to learn, experience, share, and
implement sustainability concepts.
50:50 Equal focus on theory and practice [...] al Summer School on Sustainability 2025
We look
forward to
receiving your
application
for the
ISSS 2025!
Apply now
Go to oth-aw.de/isss and submit your application
10
Präsentation
Presentation of OTH AW and UWB. Participants’ presentations of their
institutions
Coffee Break and Meeting with faculty representatives
Campus Tour and City Center Tour
Dinner
Tuesday
June 3rd
Day [...] Lunch
Afternoon session
13:00
15:00
17:00
21:00
World Café
City Center Tour – from UWB campus to Brewery
Pilsner Urquell Brewery Tour + Dinner
Arrival in Amberg
Wednesday
June 4th
Day 3 [...] 13:30
16:00
17:00
Workshop by Prof. Jan von Zwieten, Rector of Netherlands Business Academy
Trip to Weiden
Campus Tour, Social Event KOMOpivo (Beer tasting)
Thursday
June 5th
Day 4
Pilsen
individual learning agreement
• Methodological competence: Apply and transfer skills and knowledge acquired during studies to new problems, application of
project management: ability to plan, implement [...] individual learning agreement
• Methodological competence: Apply and transfer skills and knowledge acquired during studies to new problems, application of
project management: ability to plan, implement [...] individual learning agreement
• Methodological competence: Apply and transfer skills and knowledge acquired during studies to new problems, application of
project management: ability to plan, implement