Educating Data Scientists of the Future

Dr. Kurt Stockinger (presented by Dr. Thilo Stadelmann)
Associate Professor of Computer Science
Zurich University of Applied Sciences
03.02.2014 @ 10th Swiss Big Data User Group Meeting, Zurich, CH
Zürcher Fachhochschule
Zurich University of Applied Sciences
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Dates back to Technikum in Winterthur, Switzerland
Founded in 1874
Since 2007 it is called ZHAW:
• Integration of various universities of applied sciences in canton Zurich
• Largest university of applied sciences in Switzerland with more than 10,000
students
• Campuses in Zurich, Winterthur and Wädenswil

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Most famous lecturer:
• 1901: Albert Einstein

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Zürcher Fachhochschule
140,000-190,000 Data Scientists Missing
in 2018 in the US Only

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Zürcher Fachhochschule
Definition of Data Science

Definition of data science [Wikipedia]:
Incorporates math, statistics, data engineering, pattern recognition and learning,
advanced computing, visualization, uncertainty modeling, data warehousing, and
high performance computing.
Used interchangeably with competitive intelligence or business analytics.

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Zürcher Fachhochschule
Google Trends “Data Scientist”

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Zürcher Fachhochschule
The Major Waves of the Data Tsunami

Wave 1 - Large-Scale Science:
CERN – High Energy Physics
Astrophysics
Bioinformatics

Wave 2 – Web companies:
Search engines:
Google, Yahoo

eCommerce:
Amazon, eBay

Wave 3 - Social Networks:
Facebook, Twitter, LinkedIn
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Zürcher Fachhochschule
Data Science Opportunities

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Zürcher Fachhochschule
Datalab = Data Science @ ZHAW

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One of the first Data Science Labs in Europe
Collaboration of computer scientists, statisticians, mathematicians and
physicists for solving Data Science problemens:
• Institut for Applied Information Technology
• www.init.zhaw.ch

• Institut for Data Analysis and Process Design
• www.idp.zhaw.ch

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Zürcher Fachhochschule
Our Definition of Data Scientist

T. Stadelmann, K. Stockinger, M. Braschler, M. Cieliebak, G. Baudinot, O. Dürr, A. Ruckstuhl,
Applied Data Science in Europe. In: European Computer Science Summit. ECSS 2013. Amsterdam, The Netherlands: IEEE.
http://pd.zhaw.ch/publikation/upload/204718.pdf
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Zürcher Fachhochschule
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Zürcher Fachhochschule
DAS Data Science with

Precision

Diploma of Advanced Studies – planned start: fall 2014
Content – 3 modules (part time, one afternoon + evening per week):
• CAS Information Engineering:
• Information Retrieval & Text Analysis
• Data Warehousing & Big Data

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CAS Data Analysis:
• Statisticis
• Regression Analysis, Clustering, Classification

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Data Science Applications:
• Machine Learning
• Data Visualization
• Data Protection Laws and Data Security
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Zürcher Fachhochschule
Summary

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Data Science is currently one of the hottest fields in computer science
• Data Science workshop in Winterthur, March 2014

•

Data Scientists are a very rare but highly demanded “species”
• We are working on a curriculum for educating data scientists
• DAS Data Science planned for fall semester 2014

•

Contact:
• Kurt.Stockinger@zhaw.ch

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Zürcher Fachhochschule

Educating Data Scientists of the Future

  • 1.
    Educating Data Scientistsof the Future Dr. Kurt Stockinger (presented by Dr. Thilo Stadelmann) Associate Professor of Computer Science Zurich University of Applied Sciences 03.02.2014 @ 10th Swiss Big Data User Group Meeting, Zurich, CH Zürcher Fachhochschule
  • 2.
    Zurich University ofApplied Sciences • • • Dates back to Technikum in Winterthur, Switzerland Founded in 1874 Since 2007 it is called ZHAW: • Integration of various universities of applied sciences in canton Zurich • Largest university of applied sciences in Switzerland with more than 10,000 students • Campuses in Zurich, Winterthur and Wädenswil • Most famous lecturer: • 1901: Albert Einstein 2 Zürcher Fachhochschule
  • 3.
    140,000-190,000 Data ScientistsMissing in 2018 in the US Only 3 Zürcher Fachhochschule
  • 4.
    Definition of DataScience Definition of data science [Wikipedia]: Incorporates math, statistics, data engineering, pattern recognition and learning, advanced computing, visualization, uncertainty modeling, data warehousing, and high performance computing. Used interchangeably with competitive intelligence or business analytics. 4 Zürcher Fachhochschule
  • 5.
    Google Trends “DataScientist” 5 Zürcher Fachhochschule
  • 6.
    The Major Wavesof the Data Tsunami Wave 1 - Large-Scale Science: CERN – High Energy Physics Astrophysics Bioinformatics Wave 2 – Web companies: Search engines: Google, Yahoo eCommerce: Amazon, eBay Wave 3 - Social Networks: Facebook, Twitter, LinkedIn 6 Zürcher Fachhochschule
  • 7.
  • 8.
    Datalab = DataScience @ ZHAW • • One of the first Data Science Labs in Europe Collaboration of computer scientists, statisticians, mathematicians and physicists for solving Data Science problemens: • Institut for Applied Information Technology • www.init.zhaw.ch • Institut for Data Analysis and Process Design • www.idp.zhaw.ch 8 Zürcher Fachhochschule
  • 9.
    Our Definition ofData Scientist T. Stadelmann, K. Stockinger, M. Braschler, M. Cieliebak, G. Baudinot, O. Dürr, A. Ruckstuhl, Applied Data Science in Europe. In: European Computer Science Summit. ECSS 2013. Amsterdam, The Netherlands: IEEE. http://pd.zhaw.ch/publikation/upload/204718.pdf 9 Zürcher Fachhochschule
  • 10.
  • 11.
    DAS Data Sciencewith Precision Diploma of Advanced Studies – planned start: fall 2014 Content – 3 modules (part time, one afternoon + evening per week): • CAS Information Engineering: • Information Retrieval & Text Analysis • Data Warehousing & Big Data • CAS Data Analysis: • Statisticis • Regression Analysis, Clustering, Classification • Data Science Applications: • Machine Learning • Data Visualization • Data Protection Laws and Data Security 11 Zürcher Fachhochschule
  • 12.
    Summary • Data Science iscurrently one of the hottest fields in computer science • Data Science workshop in Winterthur, March 2014 • Data Scientists are a very rare but highly demanded “species” • We are working on a curriculum for educating data scientists • DAS Data Science planned for fall semester 2014 • Contact: • Kurt.Stockinger@zhaw.ch 12 Zürcher Fachhochschule