Dialogue on Education

Dialogue on Education
Thilo Stadelmann, SGAICO Annual Assembly & Workshop
«Intelligent Systems and Applications», 18. November 2011
Zürcher Fachhochschule
Agenda
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Survey
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•
AI/CO courses in Switzerland
Course presentations
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('20)
Jean-Daniel Dessimoz: «Automatisation avancée, intelligence artificielle et cognitique»
Thilo Stadelmann: «DAS Data Science»
Discussion: «Level and specific area of interest we perceive from current students»
Future cooperations
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•
('15)
('15)
Discussion: Winter schools? Faculty exchange? Common advertisement campaigns?
Support through SGAICO?
Zürcher Fachhochschule
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AI/CO courses in Switzerland
Results of SGAICO poll on education 2013/2014
Course
IRG - Information Retrieval Grundlagen
DSSY - Decision Support Systems
Grundlagen der künstlichen Intelligenz
Search and optimization
Maschinelles Lernen in der Sprachverarbeitung
Quantitative Methoden in der Computerlinguistik
Aktuelle Fragestellungen der statistikbasierten Semantik
XML Technologies and Semantic Web
Maschinelle Übersetzung und Parallele Korpora
Human Language Technology: Applications to Information Access
Information Retrieval
Information Analysis and Processing
Introduction to Artificial Intelligence
DAS in Data Science
Einführung in die Multilinguale Textanalyse
Techniken der Semantikanalyse
Master in Informatics / Intelligent Systems
AIC - Automatisation avancée, intelligence artificielle et cognitique
Intelligence Artificielle
Intelligent Agents
Zürcher Fachhochschule
Level
B.Sc. (3rd year)
B.Sc. (3rd year)
B.Sc. (3rd year)
M.Sc.
Master
Bachelor
Bachelor
Bachelor
Master
Doctoral course (PhD)
M.Sc.
M.Sc.
B.Sc. (3rd year)
Prof. education
Master
Master
Master
B.Sc. (3rd year)
B.Sc. (3rd year)
Master
Contact
Category
Prof. Dr. Martin Braschler
Dr. Kurt Stockinger, Dr. Thilo Stadelmann
University
ZHAW School of Engineering
ZHAW School of Engineering
University of Basel
Prof. Dr. Malte Helmert
University of Basel
Prof. Dr. Malte Helmert
University of Zurich
Dr. Simon Clematide
University of Zurich
Dr. Manfred Klenner
University of Zurich
Dr. Manfred Klenner
University of Zurich
Dr. Fabio Rinaldi
University of Zurich
Prof. Dr. Martin Volk
EPFL (EDEE and EDIC doctoral schools)
Dr. Andrei Popescu-Belis
University of Geneva, Dept. of Computer Science
Prof. Dr. Stephane Marchand-Maillet
University of Geneva, Dept. of Computer Science
Prof. Dr. Stephane Marchand-Maillet
Prof. Dr. Marc Pouly, Prof. Dr. Jana Köhler Lucerne University of Applied Sciences and Arts (HSLU)
ZHAW School of Engineering
Dr. Kurt Stockinger
University of Zurich
Prof. Dr. Martin Volk
University of Zurich
Prof. Dr. Martin Volk
University of Lugano USI & Swiss AI Lab IDSIA
Prof. Dr. Jürgen Schmidhuber
HESSO HEIG-VD
Prof. Dr. Jean-Daniel Dessimoz
EPFL
Prof. Dr. Boi Faltings
EPFL
Prof. Dr. Boi Faltings
IR
rest
AI
AI
NLP
NLP
NLP
rest
NLP
NLP
IR
IR
AI
rest
IR
NLP
AI
AI
AI
AI
3
AI/CO courses in Switzerland
Analysis
Some figures
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21 courses from 8 universities
Level:
B.Sc.
M.Sc.
Ph.D.
Cont. edu.
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Content:
IR
AI
NLP
rest
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2 complete programmes (M.Sc. in AI, cont. edu. in Data Science)
Observations
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Far from complete
AI community lost some close relatives? Data Mining, Machine Learning, Computer Vision, …
Zürcher Fachhochschule
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Jean-Daniel Dessimoz
«Automatisation avancée, intelligence artificielle et cognitique»

Zürcher Fachhochschule
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Thilo Stadelmann
«DAS Data Science»
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30 ECTS professional education programme at ZHAW/Winterthur
First start: 09/2014 (fully booked since summer)
Already numerous applications for next fall
CAS Data Science Applications
Machine Learning, Big Data Visualization, Design & development
of Data Products, Data security & privacy
CAS Information
Engineering
Scripting with Python,
Information Retrieval &
Text Analytics,
Databases & SQL,
Data Warehousing,
Big Data
CAS Data Analytics
Data description & visualization,
Statistical data analysis,
Multiple Regression,
Time series & Forecasting,
Clustering & Classification
More: http://www.weiterbildung.zhaw.ch/de/school-of-engineering/programm/das-data-science.html
Zürcher Fachhochschule
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DAS Data Science - Idea
Layer
Infrastructure
Algorithms
Business
Content
awareness
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

Databases
Cloud Computing
Big Data technologies
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



Data Mining, Statistics& Predictive Modelling
Machine Learning & Graph Analytics
Information Retrieval & Natural Language Processing
Business Intelligence & Visual Analytics
Data Warehousing & Decision Support



Visualization & Communication of Results
Privacy, Security & Ethics
Entrepreneurship & Data Product Design
our
focus
Cross-cutting use
cases from
industry
goal
Cooperation
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Currently, different options with internationally renowned universities are evaluated
Open for more!
Zürcher Fachhochschule
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Discussion
«Level and specific area of interest we perceive from current students»
Zürcher Fachhochschule
8
Future cooperation in AI/CO education
Chances, possibilities
• Winter schools?
• Faculty exchange?
• Common advertisement campaigns?
• Support through SGAICO?
Zürcher Fachhochschule
9