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 [...]
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
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 [...] 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 [...] will be able to describe the components and functions of communications technology required for IoT, apply
them to simple problems and critically reflect on them, especially with regard to security aspects
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 [...] 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
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
t: 60 h
Eigenstudium: 90 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] t: 60 h
Eigenstudium: 90 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] t: 60 h
Eigenstudium: 90 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden
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 [...] verschiedener Algorithmen des
Machine Learning.
• Methodenkompetenz:
Die Studierenden sind befähigt, verschiedene Verfahren des Machine Learnings praktisch anzugehen und die Ergebnisse zu
/Pipher, J./Silverman, J. H. (2014): An Introduction to Mathematical Cryptography, 2. Auflage, Springer
· Katz, J./Lindell, Y. (2015): Introduction to Modern Cryptography, 2. Auflage, CRC Press
· Lipton [...] Synthese gesprochener Sprache (text-to-speech)
· Sprachdialogsysteme
· Textanalyse, Dokumentanalyse, OCR
· Clustering/Klassifikation
· Neuronale Netze und Deep Learning
Lehrmaterial/Literatur
Teaching [...]
Vor-/Nachbereitung: 45 h
PrA: 45 h
Gesamt: 150 h
Lernziele/Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden
über die folgenden
Filmmaker’s Eye: Learning (and Breaking) the Rules of Cinematic Composition. Focal Press, New
York
· Riley, C. (2009): The Hollywood Standard. The Complete and Authoritative Guide to Script Format and [...] E.R. (2017): Computer Vision: Principles, Algorithms, Applications, Learning. Academic Press
· Eck, D.J. (2018): Introduction to Computer Graphics. Online-Ressource
· Eckardt, M. (2016): Cinema 4D 18 [...] source
· Goodfellow, I., Bengio, Y., & Courville, A. (2016): Deep Learning. MIT Press
· Kaehler, A. & Bradski, G. (2016): Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library. O'Reilly Media
true
Author Andrea Bäuml
producer Microsoft: Print To PDF
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ME_Pr [...] hweis
ME Innovationsmanagement Steinhauser semesterbegleitender Leistungsnachweis
ME Machine Learning for Engineers Götz semesterbegleitender Leistungsnachweis
ME Maschinelles Sehen und Mustererkennung
Examination inspection: to be announced
4. Please note:
- You will not receive a grade without exam registration during the examination registration in Primuss!
This also applies to repeat examinations [...] the semester.
- Anyone who notices overlaps in examinations to be taken must report this immediately, at the latest by 17.12.2024 to Ms. Trottmann (f.trottmann@oth-aw.de)
- In individual cases, [...] Management IMS/DEI Übungsleistung Fischer
MS Office Experts IB/IMS Übungsleistung Jawadur Rahman
Service Learning IMS Projektarbeit Ranisch
Social Entrepreneurship & Sustainable Innovation IMS Präsentation Löbus
Industrial Property Law IB Übungsleistung Christian Stauf
Introduction to Academic Research IB Projektarbeit Anna Grimm
Meetings, Negotiations & Conflict IB Übungsleistung Saeid Matinfar
MS Office Experts [...] Examination inspection: to be announced
4. Please note:
- You will not receive a grade without exam registration during the examination registration in Primuss!
This also applies to repeat examinations [...] the semester.
- Anyone who notices overlaps in examinations to be taken must report this immediately, at the latest by 17.12.2024 to Ms. Trottmann (f.trottmann@oth-aw.de)
- In individual cases,
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
Prüfungsvorbereitung: 30 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] 60 h
Prüfungsvorbereitung: 30 h
Gesamtzeit: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] Prüfungsvorbereitung: 30 h
Gesamtaufwand: 150 h
Lernziele / Qualifikationen des Moduls
Learning Outcomes
Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden
Environmental Engineering
There is no entitlement to all compulsory elective modules and elective modules being offered. Similarly, there is no entitlement to courses being offered if the number of participants [...] Technology 5 4
3.2.2 Digital Signal Processing 5 4
3.2.3 PLC-Programming 5 4
3.2.4 Machine Learning 5 4
3.2.5 Energy Conversion in Power/Working Machines 5 4
3.2.6 Smart Grids 5 4
3.3.1 Rheology
Environmental Engineering
There is no entitlement to all compulsory elective modules and elective modules being offered. Similarly, there is no entitlement to courses being offered if the number of participants [...] Technology 5 4
3.2.2 Digital Signal Processing 5 4
3.2.3 PLC-Programming 5 4
3.2.4 Machine Learning 5 4
3.2.5 Energy Conversion in Power/Working Machines 5 4
3.2.6 Smart Grids 5 4
3.3.1 Rheology
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.
[...] 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 V [...] 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
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 [...] mailto:f.seitz@oth-aw.de
page
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 [...] mailto:f.seitz@oth-aw.de
page
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 [...] mailto:f.seitz@oth-aw.de
page
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
true
Author Thomas Niehoff
producer Microsoft: Print To PDF
access_permission:can_modify true
pdf:docinfo:producer Microsoft: Print To PDF
pdf:docinfo:created 2024-11-28T07:55:31Z
Microsoft [...] PDFParser
creator Thomas Niehoff
meta:author Thomas Niehoff
pdf:producer Microsoft: Print To PDF
meta:creation-date 2024-11-28T07:55:31Z
created 2024-11-28T07:55:31Z
access_permissio [...] of Intent für Projektantrag
Keine Projektbeteiligung
OTH Regensburg
Förderprojekt LEAP Learning Poses
Bildverarbeitung
2018-
2021
50 % Gemeinsamer Mitarbeiter
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
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. June and for the summer semester from 1. November to 15 [...] visiting the 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
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
Bava [...] 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
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
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 [...] 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