Ergänzende Regelungen
Studienabschnitt 1
0.1 Artificial Intelligence (Robotics Starter & Meeting) 5 5 SU/Ü, Pr ModA
0.2 Programming & Technical Language (Processing) 5 4 SU/Ü, Pr ModA
0.3 [...] mdlP o-
der Präs oder ModA
oder praP (1)
Studiengangsp. Wahlpflichtmodul 1) 2)
4.1 Machine Learning 5 4 SU/Ü, Pr ModA
4.2 Computer Vision 1 5 4 SU/Ü Kl 90
4.3 Big Data, Cloud & NoSQL 5 4 SU/Ü [...]
7
Ergänzende Regelungen
Studienabschnitt 3
6.1 KI.Projekt 5 4 Pr ModA
6.2 Deep Learning 5 4 SU/Ü, Pr ModA
6.3 Visualisierung & Erklärungskomponenten 5 4 Pr ModA
6.4 Bachelormodul
Publikationen
Publications
Bayer, S., Hilgarth, B.: Adaption of Cybernetic e-Learning Management Model to
Blended Learning scenarios in international acting industry - a Case Study. (in
internal review [...] 151-167, Springer, Wien
(2012)
Hilgarth, B.: E-Learning Success in Action – from case study research to the creation
of the Cybernetic e-Learning Management Model. International Journal of Computer [...] Hilgarth, B.: BPM@KMU - Designing e-Learning for the Intro- duction
of BPM in Small- and Medium-sized Enter-prises. In S-BPM ONE - Learning by
Doing - Doing by Learning, Proceedings of the Third International
Publikationen
Publications
Bayer, S., Hilgarth, B.: Adaption of Cybernetic e-Learning Management Model to
Blended Learning scenarios in international acting industry - a Case Study. (in
internal review [...] 151-167, Springer, Wien
(2012)
Hilgarth, B.: E-Learning Success in Action – from case study research to the creation
of the Cybernetic e-Learning Management Model. International Journal of Computer [...] Hilgarth, B.: BPM@KMU - Designing e-Learning for the Intro- duction
of BPM in Small- and Medium-sized Enter-prises. In S-BPM ONE - Learning by
Doing - Doing by Learning, Proceedings of the Third International
Lösungshinweise nach jedem Kapitel, Chats, Diskussionsforen im Lernmanagementsystem der Hochschule „meet-to-
learn“, ergänzende Literatur:
Friedl/Hofmann/Pedell: Kostenrechnung, Vahlen
Ebert: Kosten-und [...] PC-Übung zur Analyse konkreter Finanzmarktdaten, intensive Nutzung des Lernmanagementsystems meet-to-learn, Gastvorträge
50
Modulprüfung (ggf. Hinweis zu Multiple Choice - APO §9a)
Method [...] Reading
Folien, ausgewählte Artikel, Fallstudien, Internetquellen. Im Lernmanagementsystem „mmet-to-learn“ erhältlich.
Internationalität (Inhaltlich)
Internationality
Unternehmen agieren
Publikationen
Publications
Bayer, S., Hilgarth, B.: Adaption of Cybernetic e-Learning
Management Model to Blended Learning scenarios in international
acting industry - a Case Study. (in internal review [...] 151-167, Springer, Wien (2012)
Hilgarth, B.: E-Learning Success in Action – from case study
research to the creation of the Cybernetic e-Learning Management
Model. International Journal of Computer [...] Hilgarth, B.: BPM@KMU - Designing e-Learning for
the Intro- duction of BPM in Small- and Medium-sized Enter-
prises. In S-BPM ONE - Learning by Doing - Doing by Learning,
Proceedings of the Third International
are able to work in a team and apply flexible project management methods.
• You will learn to build partnerships and conduct business negotiations.
• You will be able to present business ideas to investors [...] Everything You Need to Know to Make Your Startup Dreams Come True From Idea to Product to Company
Hardcover. Time travellers books, 2017. 394 р.
Jonikas D. Startup Evolution Curve From Idea to Profitable and [...] Type/Scope incl. Weighting *2)
Learning Objectives/Competencies to be Assessed
Study work:
development of startup
project and strategy of
promotion to the market of
Eastern European country
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 [...] Verfahren des Supervised Learning (z.B. baumbasierte Ansätze, SVM, Ensemble-Methoden)
• Grundlegende Verfahren des Unsupervised Learning (z.B. PCA, k-means Clustering)
• Machine Learning in Python mit der [...] Scikit-learn
Lehrmaterial / Literatur
Teaching Material / Reading
C. M. Bishop: Pattern Recognition and Machine Learning, Springer Verlag, 2016
A. Géron: Hands-on Machine Learning with
Sonstige Informationen Weitere Informationen werden in der Vorlesung oder im
Lernmanagementsystem „meet-to-learn“ bekannt gegeben.
companies,
ranging from research, development and engineering
to production and logistics, to marketing, sales, and
service, all the way to support functions.
…in the purchasing or sales of digital solutions [...] 3
Last, but not least: Thanks to small student
groups, professors, lecturers and support
staff quickly get to know you by name. We
are quickly accessible and try to address any
problems that might [...] unique opportunity to get first-hand
information - from students - and to get a first taste of university life.
Corona note: As many lectures are currently held virtually due to corona, Rent a student
(current) Integration into the labour market FAQs and legal information You are here: International Paths to OTH Amberg-Weiden Study service fees for international students Studies International Student Club [...] Soft-Skill-Workshops This offer is updated every semester. We provide information on the notice board. Meeting spaces This offer is currently under construction. We ask for your patience.
that you need to take when preparing. Checklist Choice of university Choice of university In advance, you have to think about where you would like to go. Basically, all options are easy to plan, but they [...] When would you like to go abroad and for how long ? Which partner universities come into question? What are the terms and conditions of the university you want to go to? Do you want to take part in an exchange [...] International Ways abroad Stay abroad during your studies Study Abroad Simply get to know more and learn what it is like to study at a university abroad - a semester abroad, usually lasting one or two semesters
the innovative development of intelligent, self-learning applications with a deep understanding of artificial and human intelligence. Develop machine learning techniques from huge amounts of data and solve [...] the innovative development of intelligent, self-learning applications with a deep understanding of artificial and human intelligence. Develop machine learning techniques from huge amounts of data and solve [...] Welcome to our study opportunities focusing Artificial Intelligence! Bachelor Artificial Intelligence – International [>> Start in the summer semester] Study Artificial Intelligence in an international
digital solutions. You will learn how to work with national and international partners, manage staff and utilise soft skills in a targeted manner - everything you need to get off to a flying start as a logistics [...] modern logistics. On the Logistics & Digitalisation degree course at OTH Amberg-Weiden, you will learn how to plan logistics processes efficiently, use digital systems cleverly and set up companies for the [...] management, supply chain management or digital process optimisation. Certification Programmes In addition to your regular studies, you can take certification courses at OTH Amberg-Weiden free of charge - for
(Full-Time)
*Electives change each semester. You need to complete 3 in total.
1. Compulsory Modules 30 24 15 12 0 0
1.1 Deep Learning (DPLE) 5 4
1.2 Computer Vision and AI (CVAE) 5 4 [...] 4
1.3 Autonomous Robots (AURE) 5 4
1.4 Machine Learning (MALE) 5 4
1.5 Modern Databases and NoSQL (MDNE) 5 4
1.6 NPL and Information retrieval (NLPE) 5 4
1.7 AI Project (AIPR)
(Part-Time)
*Electives change each semester. You need to complete 3 in total.
1. Compulsory Modules 10 8 15 12 10 8 10 8 0 0
1.1 Deep Learning (DPLE) 5 4
1.2 Computer Vision and AI (CVAE) [...] (CVAE) 5 4
1.3 Autonomous Robots (AURE) 5 4
1.4 Machine Learning (MALE) 5 4
1.5 Modern Databases and NoSQL (MDNE) 5 4
1.6 NPL and Information retrieval (NLPE) 5
(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 [...] have sufficient language skills to complete
Amy De Vour-Schön
Convenience Translation
In order to enable students to complete the practical semester and to participate in principle
in all compulsory
(6) 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
(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
students to take on a leading role in groups or organisations and
to specifically promote the professional development of team members. Students will learn to define goals
independently, to use suitable [...] suitable means to achieve them and to attend detailed project planning and
implementation. The aim of the programme is to be able to recognise, assess and deal with opportunities
and risks in an international [...] and decisions, to subject them to critical reflection and to incorporate them responsibly into their decisions
and actions.
(4) After completing their studies, students should be able to take on material
Mathematik 1 5 5 SU/Ü Kl 60
1.4 Informatik Grundlagen 5 4 SU/Ü Kl 90
1.5 Ethik, Kognition & Meeting 5 4 SU/Ü Präs
1.6 Betriebswirtschaftslehre & Innovationsmanage-
ment
5 4 SU Kl 90
2.1 Symbolische [...] Computernetzwerke 5 4 SU/Ü, Pr Kl 90
3.6 Software Engineering für KI 5 5 SU/Ü Kl 90
4.1 Machine Learning 1 5 4 SU/Ü Kl 60
7
1
Lfd.
Nr.
2
Modul
3
ECTS
4
SWS
5
Art der Lehrver- [...] 5.5 Praxisseminar & Praxismeeting 5 4 Sem Präs
5.6 KI SpringSchool 5 4 Sem Präs
6.1 Machine Learning 2 5 4 SU/Ü, Pr ModA
6.2 KI Projekt Gaming 5 4 Pr ModA
6.3 Visualisierungen & Erklärungen 5 4
Ergänzende Regelungen
Studienabschnitt 1
0.1 Artificial Intelligence (Robotics Starter & Meeting) 5 5 SU/Ü, Pr ModA
0.2 Programming & Technical Language (Processing) 5 4 SU/Ü, Pr ModA
0.3 [...] mdlP o-
der Präs oder ModA
oder praP (1)
Studiengangsp. Wahlpflichtmodul 1) 2)
4.1 Machine Learning 5 4 SU/Ü, Pr ModA
4.2 Computer Vision 1 5 4 SU/Ü Kl 90
4.3 Big Data, Cloud & NoSQL 5 4 SU/Ü [...]
7
Ergänzende Regelungen
Studienabschnitt 3
6.1 KI.Projekt 5 4 Pr ModA
6.2 Deep Learning 5 4 SU/Ü, Pr ModA
6.3 Visualisierung & Erklärungskomponenten 5 4 Pr ModA
6.4 Bachelormodul
Language 1 5 4 SU Kl oder ModA oder
Präs oder mdlP
1.6 International Affairs & Intercultural Meeting 5 4 SU/Ü ModA
2.1 Symbolische Künstliche Intelligenz 1 5 4 SU/Ü, Pr ModA
2.2 Programmieren für [...] Mathematik 1 5 5 SU/Ü Kl 60
2.4 Informatik Grundlagen 5 4 SU/Ü Kl 90
2.5 Ethik, Kognition & Meeting 5 4 SU/Ü Präs
2.6 Betriebswirtschaftslehre & Innovationsmanage-
ment
5 4 SU Kl 90
3.1 Symbolische [...] Computernetzwerke 5 4 SU/Ü Kl 90
4.6 Software Engineering für KI 5 5 SU/Ü Kl 90
5.1 Machine Learning 1 5 4 SU/Ü Kl 60
5.2 Big Data, Cloud & NoSQL 5 4 SU/Ü ModA
5.3 Mobile & Ubiquitous Computing
linguistic skills in the first two study sections to enable them to enter
the German labour market at the beginning of the practical semester and to be able to complete
the third study section partly in German [...] sections. 2In order to ensure sufficient language skills to complete the practical semester,
proof of sufficient knowledge of the German language corresponding to level B2 according to
the Common European [...] and engineering to
production, logistics and support functions.
(5) In addition to subject and methodological competences, the degree programme should convey
the joy of learning and the creative
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
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