Dialogue on Education Thilo Stadelmann, SGAICO Annual Assembly & Workshop «Intelligent Systems and Applications», 18.

Transcription

1 Dialogue on Education Thilo Stadelmann, SGAICO Annual Assembly & Workshop «Intelligent Systems and Applications», 18. November 2011

2 Agenda Survey ('15) AI/CO courses in Switzerland Course presentations ('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 ('15) Discussion: Winter schools? Faculty exchange? Common advertisement campaigns? Support through SGAICO? 2

3 AI/CO courses in Switzerland Results of SGAICO poll on education 2013/2014 Course Level Contact University Category IRG - Information Retrieval Grundlagen B.Sc. (3rd year) Prof. Dr. Martin Braschler ZHAW School of Engineering IR DSSY - Decision Support Systems B.Sc. (3rd year) Dr. Kurt Stockinger, Dr. Thilo Stadelmann ZHAW School of Engineering rest Grundlagen der künstlichen Intelligenz B.Sc. (3rd year) Prof. Dr. Malte Helmert University of Basel AI Search and optimization M.Sc. Prof. Dr. Malte Helmert University of Basel AI Maschinelles Lernen in der Sprachverarbeitung Master Dr. Simon Clematide University of Zurich NLP Quantitative Methoden in der Computerlinguistik Bachelor Dr. Manfred Klenner University of Zurich NLP Aktuelle Fragestellungen der statistikbasierten Semantik Bachelor Dr. Manfred Klenner University of Zurich NLP XML Technologies and Semantic Web Bachelor Dr. Fabio Rinaldi University of Zurich rest Maschinelle Übersetzung und Parallele Korpora Master Prof. Dr. Martin Volk University of Zurich NLP Human Language Technology: Applications to Information Access Doctoral course (PhD) Dr. Andrei Popescu-Belis EPFL (EDEE and EDIC doctoral schools) NLP Information Retrieval M.Sc. Prof. Dr. Stephane Marchand-Maillet University of Geneva, Dept. of Computer Science IR Information Analysis and Processing M.Sc. Prof. Dr. Stephane Marchand-Maillet University of Geneva, Dept. of Computer Science IR Introduction to Artificial Intelligence B.Sc. (3rd year) Prof. Dr. Marc Pouly, Prof. Dr. Jana Köhler Lucerne University of Applied Sciences and Arts (HSLU) AI DAS in Data Science Prof. education Dr. Kurt Stockinger ZHAW School of Engineering rest Einführung in die Multilinguale Textanalyse Master Prof. Dr. Martin Volk University of Zurich IR Techniken der Semantikanalyse Master Prof. Dr. Martin Volk University of Zurich NLP Master in Informatics / Intelligent Systems Master Prof. Dr. Jürgen Schmidhuber University of Lugano USI & Swiss AI Lab IDSIA AI AIC - Automatisation avancée, intelligence artificielle et cognitique B.Sc. (3rd year) Prof. Dr. Jean-Daniel Dessimoz HESSO HEIG-VD AI Intelligence Artificielle B.Sc. (3rd year) Prof. Dr. Boi Faltings EPFL AI Intelligent Agents Master Prof. Dr. Boi Faltings EPFL AI 3

4 AI/CO courses in Switzerland Analysis Some figures 21 courses from 8 universities Level: B.Sc. M.Sc. Ph.D. Cont. edu. Content: IR AI NLP rest 2 complete programmes (M.Sc. in AI, cont. edu. in Data Science) Observations Far from complete AI community lost some close relatives? Data Mining, Machine Learning, Computer Vision, 4

5 Jean-Daniel Dessimoz «Automatisation avancée, intelligence artificielle et cognitique» 5

6 Thilo Stadelmann «DAS Data Science» 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: 6

7 DAS Data Science - Idea Layer Infrastructure Content Databases Cloud Computing Big Data technologies awareness Algorithms Data Mining, Statistics& Predictive Modelling Machine Learning & Graph Analytics Information Retrieval & Natural Language Processing Business Intelligence & Visual Analytics Data Warehousing & Decision Support Business Visualization & Communication of Results Privacy, Security & Ethics Entrepreneurship & Data Product Design our focus goal Cross-cutting use cases from industry Cooperation Currently, different options with internationally renowned universities are evaluated Open for more! 7

8 Discussion «Level and specific area of interest we perceive from current students» 8

9 Future cooperation in AI/CO education Chances, possibilities Winter schools? Faculty exchange? Common advertisement campaigns? Support through SGAICO? 9