for Engineers – Einführung in Methoden und Werkzeuge
Machine Learning for Engineers – Introduction to Methods ans Tools
Zuordnung zum
Curriculum
Classification
Modul-ID
Module ID
Art [...] Matlab seien hier insb. die frei verfügbaren Python-Bibliotheken zu diesem Thema erwähnt, z.B. Scikit-Learn,
Keras oder Tensorflow. Auch verschiedenste (Massen-)Daten stehen frei zur Verfügung, so dass ein [...] mit Matlab/Python: Anwendungsfälle auf echten Datensätzen
• Einführung in Python-Kits: Scikit-Learn, Keras, Tensorflow
• Predictive Maintenance: Datenbasierte Vorhersage von Maschinenausfällen
Informationen Weitere Literatur und Informationen werden im Unterricht oder im
Lernmanagementsystem „meet-to-learn“ bekannt gegeben.
page
Modulhandbuch für den Bachelorstudiengang Medizintechnik [...] Weitere Informationen und Literaturangaben werden in der Vor-
lesung und im Lernmanagementsystem „meet-to-learn“ bekannt
gegeben.
page
Modulhandbuch für den Bachelorstudiengang Medizintechnik [...] Teubner Verlag
Weitere Informationen werden in der Vorlesung oder im Lernma-
nagementsystem „meet-to-learn“ bekannt gegeben.
page
Modulhandbuch für den Bachelorstudiengang Medizintechnik
Business Analytics Capstone • How to ask the right questions of the data, and know how to use data effectively to address
business challenges • How to make data-driven decisions to real business challenges
[...] Students will be able to learn the process that applies a broad range of behavioural science knowledge and practices to help
organisations build their capability to change and to achieve greater effectiveness [...] when it comes to
OD
Students will be able to learn common organisational structures, their strength and weakness and restructuring organisation for
OD
Students will be able to learn the components
You seek to work in an international environment? Multilin-
gual teams and stays abroad are exactly what you want? You
like to know how to professionally move about on global
markets and how to collaborate [...] people from diff erent
countries and cultures? Then, welcome to our International
Business degree program!
The fi rst semesters are designed to provide you with all the
required business administration [...] S, PRACTICE-BASED PROJECTS, GUEST
LECTURES AND EXCURSIONS ADD COLOR TO YOUR STUDIES.
Aft er your degree, all doors are open to you: with your
specia list knowledge and language skills you will be
You seek to work in an international environment? Multilin-
gual teams and stays abroad are exactly what you want? You
like to know how to professionally move about on global
markets and how to collaborate [...] people from diff erent
countries and cultures? Then, welcome to our International
Business degree program!
The fi rst semesters are designed to provide you with all the
required business administration [...] S, PRACTICE-BASED PROJECTS, GUEST
LECTURES AND EXCURSIONS ADD COLOR TO YOUR STUDIES.
Aft er your degree, all doors are open to you: with your
specia list knowledge and language skills you will be
Focal Press, New York
· Riley, C. (2009): The Hollywood Standard. The Complete and Authoritative Guide to Script Format and Style. 2nd Ed. Michael
Wiese/Publishers Group, Studio City/Enfield
· Steinmetz [...] Buch und DVD. Zweitausendeins, Frankfurt a. M.
· Sherman, D. (2011): Creative Workshop: 80 Challenges to Sharpen Your Design Skills. F+W Media, Cincinnati
Internationalität (inhaltlich)
Internationality [...] Hermann Schmidt, Mainz
· Riley, C. (2009): The Hollywood Standard. The Complete and Authoritative Guide to Script Format and Style. 2nd Ed. Michael
Wiese/Publishers Group, Studio City/Enfield
· Schneider
Pflichtfächer
page
12
Einführung in die BWL
Introduction to Business Administration
Zuordnung zum
Curriculum:
Classification
SPO-Nr.: Art des [...] die Voraussetzungen gemäß SPO)
Prerequisites (Note: please also observe the prerequisites according to examination regulations law in the current version of the SPO)
Pflicht Voraussetzungen:
*Hinweis: [...]
Type/scope incl. weighting
Zu prüfende Lernziele/Kompetenzen
Learning outcomes / competences to be assessed
Klausur 60 min
written exam 60 minutes
Gewichtung: 100%
Hinweis: Die
Selbstlerneinheiten, Kontrollfragen, tlw. Prüfun-
gen) sind über die Lernmanagementplattform „meet2learn“ der HAW abrufbar. Soweit not-
wendig werden zu den Veranstaltungen Tutorials angeboten.
Ziel [...] Veranstaltung mit einem Kurs auf der
Plattform zu begleiten. Derzeit nutzen die Professoren „meet2learn“ vor allem für die Bereit-
stellung der Lehrunterlagen und zur Kommunikation mit den Kursteilnehmern [...] erhalten sie von studentischen Hilfskräften.
Die Systemadministration des Lernmanagementsystems „meet2learn2“ obliegt den Fakul-
tätsassistentinnen; sie legen Kurse an, verwalten Unterlagen und unterstützen
designed to provide students
with essential aspects of business information systems within a managerial approach. Students will learn conceptual principles and
practical guidelines on how to "digitize" [...] management in addition to business informatics.
and much more
Inhalte der Lernveranstaltung / Internationalität:
Course Content
Inhalt:
• Introduction to Digital Business
• [...] Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses,
Currency, 2017.
• Shapiro/Varian: Information Rules: A Strategic Guide to the Network Economy, Harvard Business Review
Business Analytics Capstone • How to ask the right questions of the data, and know how to use data effectively to address busi-
ness challenges • How to make data-driven decisions to real business challenges [...] Students will be able to learn the process that applies a broad range of behavioural science knowledge and practices to help organi-
sations build their capability to change and to achieve greater effectiveness [...] when it comes to
OD
Students will be able to learn common organisational structures, their strength and weakness and restructuring organisation for
OD
Students will be able to learn the components
Business Analytics Capstone • How to ask the right questions of the data, and know how to use data effectively to address busi-
ness challenges • How to make data-driven decisions to real business challenges [...] Students will be able to learn the process that applies a broad range of behavioural science knowledge and practices to help organi-
sations build their capability to change and to achieve greater effectiveness [...] when it comes to
OD
Students will be able to learn common organisational structures, their strength and weakness and restructuring organisation for
OD
Students will be able to learn the components
explain them to the other
students. They present and explain them to the other course participants. The students should be able to put new knowledge into the context
of teaching. They will also learn about [...] Learning objectives/competencies to be assessed
Zu prüfende Lernziele/Kompetenzen
annotation https://scikit-learn.org/stable/user_guide.html https://scikit-learn.org/stable/user_guide.html
[...] designing and building complex infrastructures, students
deepen their ability to abstract. Students learn a confident approach to modern database applications and infrastructures.
• Personal competence
Goal
(1) ¹The objective of the Master's degree program is to enable students to act and to independently and
autonomously learn and apply scientific knowledge and methods in the fields of Artificial [...] 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 [...] application. ⁴Students learn to know
different cultures and improve their social skills and language skills through international exchange.
(2) ¹The graduates should be enabled to act in a problem-solving
eigenverantwortliches Werken
(Projektarbeit unter Nutzung des Hochschul-
Lernmanagementsystem meet-to-learn.de)
Art der Prüfung
(Studienarbeit, Klausur,
Leistungsnachweise)
schriftliche Prüfung [...] Day V, 11. Mai 2007,
3. Lengerich [u.a.], Pabst Science Publ., 2007
4. Bousquet, Michele: How to cheat in 3ds Max
2009, Amsterdam, Focal Press/Elsevier, 2008
5. Wendt, Volker: 3ds Max 9 Workshops [...] (Autor, Jahr!!, Titel, Auflage,
Verlag, Erscheinungsort)
1. Katz J. und Y. Lindell: "Introduction to Modern
Cryptography." Chapman & Hall/CRC, 2007.
2. Koblitz N.: "A Course in Number Theory and
environment.
• Personal competence (self-competence): Students learn to self-reflect their cultural values and learn strategies how to assume
ethical responsibility in an international context.
Inhalte [...] sustainable development
• ... to find solutions to achieve the sustainable objectives.
Methodological Competence:
• ... to apply the analysis concept for world views and to explain its elements as well [...] ... to develop a goal-oriented and value-oriented argumentation
• ... to analyse the extent of responsibility and trustworthiness in concrete cases and to evaluate it accordingly
• ... to understand
digital business. They learn to assess speed, adaptivity, user-
page
41
centricity and flexibility as key drivers of a changed process management. You will learn to adopt new, dynamic [...] / Internationalität:
Course Content
Students learn to argue the impact of digitalization on the management of project teams and to apply methods and tools for the
analysis, design, implementation [...] dynamic and flexible ways of
thinking as a contrast to traditional, planning-oriented project management in order to meet the requirements of very high innova-
tion speed and the rapid changes in customer p
project teams in digital business. They learn to assess speed, adaptivity, user-cen-
tricity and flexibility as key drivers of a changed process management. You will learn to adopt new, dynamic and flexible ways [...] Course Content
page
39
Students learn to argue the impact of digitalization on the management of project teams and to apply methods and tools for the
analysis, design, implementation [...] ways of
thinking as a contrast to traditional, planning-oriented project management in order to meet the requirements of very high innova-
tion speed and the rapid changes in customer preferences.
high-tech operating room using Star-CCM+.
In: Magazine DYNAMICS from CD-adapco / Issue 38, pages 22 to 25, 2015
Bulitta, C., Magerl, F., Hartwich, R., Russwurm, B.:
Strömungstechnische Analyse eines [...] 160-B
Clausdorff L, Bulitta C
Hybrid Theaters - Technical Design and Technology: From Planning to Reality
In Panvascular Medicine, Lanzer, Peter (Ed.), ISBN 978-3-642-37079-3, 2014
Bulitta C [...] OR: Workflow leads Technology
International Charing Cross Symposium 2013
Bulitta CJ
Imaging meets Surgery – The Hybrid OR
BMT Jahrestagung 2012
Bulitta CJ
Hygiene im Hybrid OP – besondere An
uncommon factors are needed to explain the recent behaviour of bond yields. To
examine this issue, we use our preferred model to calculate a "fair value" of bond
yields. To be specifically, it is derived [...] observable but have to be proxied for empirical work. Second,
the strength of the effect of expected inflation is ambiguous. Invoking the Fisher
effect would allow to impose a one-to-one relationship [...] 5 7.5
Therefore, it seems reasonable to restrict the VECM to one cointegration relationship
and – as the unit root tests mentioned above suggest – to include the indicator for the
expected
database due to missing observations.
8 The list of IMF lending arrangements, which are similar to a line of credit and require a country to observe specific terms in order to be eligible
to receive a [...] relatively up-to-date, i.e.
from 1992 to 2009, and the model is able to distinguish between intensive and extensive margins
of labour utilisation, the answers provided by the paper to the above policy [...] innovations to tk3i , and to the cyclical part; and finally the matrix
C adds the two components to the vector of the observable variables yt. The part of this matrix,
which corresponds to the long-run
Financial Crisis
In order to gain additional insights into the model’s ability to explain monetary
developments, the observations for the period 2008 Q4 to 2010 Q4 are used to
produce out-of-sample forecasts [...] seems to interact with wealth and indebtedness. In order
to be able to more fully analyse the interaction between money holdings, con-
sumption and wealth, the financing of households needs to be modelled [...] (3) 409–438
a We are grateful to Mika Tujula for providing euro area household wealth data, to Gabe de
Bondt for sharing his equity market related measures and to Wolfgang Lemke for providing
his
programmed to activate
certain buttons or functions of a computer (reference to figure
8). It can be used to control a computer and to communicate
Figure 8. GRID 2 communication software
to sustain [...] vehicles are located, it is possible
to react according to the situation that has arisen or to
a situation that is about to arise, as in the case of route
overlaps. In order to distribute this information, a [...] system. To use the additional components, the system needs to
be linked to der VoiceXML server. Since this VUI is intended
to run completely offline, these components can not be used.
In order to only use
in the mid-1990s.
Our mission: To provide impulses, to make it possible to
study close to home, to contribute innovative knowledge
to regional development and thus to support structural
change. A look [...] cal MM group includes point-to-point, point-to-curve and
curve-to-curve matching (see Figure 1).
Road 1
Road 2
P1
P2
Point to Curve
Point to Point
Curve to Curve
Figure 1: Three variants [...] uses two majority
votes: one to validate transitions between segments and
the other one to validate transitions to non-route seg-
ments. The purpose of the second voting is to give the
MM more robustness
Diesel gemischt und in herkömmlichen Motoren verbrannt werden.
CTL- (Coal-to-Liquid) und GTL-Kraftstoffe (Gas-to-Liquid) werden seit
1938 in Deutschland hergestellt. Das Verfahren wurde nach dem [...]
77 Engl. “oxygenates”: Alkohole, Ether, Fettsäuremethylester.
78 MTP = Methanol To Propylen; MTG = Methanol To Gasoline; s. a. DME (Abschnitt 3.8).
page
Alternative Kraftstoffe und Hy [...] 63 Engl. „Syn(thetic) Fuel“ aus fossilen Energieträgern, Sunfuels aus Biomasse. BTL = Biomass-
to-Liquid; vgl. a) www.btl-plattform.de; Kaltschmitt/Hartmann (2001); Kamm et al. (2005).
64 Vgl. Umweltrat
suchen verstärkt
nach Absolventen – Ver-
anstaltungen wie »Master
goes Industry« oder »Conrad
meets students« sind ein Beweis hierfür und
finden bereits in der zweiten Auflage statt.
Ein großer [...] näher zusammen – diese
Brücke bildet die Grundlage
der Innovationskraft in
der Region
Fo
to
: T
ak
S
an
C
hi
u,
e
vi
de
nt
m
ed
ia
, A
TC
a
-
Newsletter 2|20127Wirtschaftsstandort