data science in the brabant city region - big data alliance · data science in the brabant city...
TRANSCRIPT
![Page 1: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/1.jpg)
Data Science in the Brabant City Region
Big Data Alliance April 7, 2017
1
![Page 2: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/2.jpg)
Datafication of the world
![Page 3: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/3.jpg)
Large Hadron Collider Walmart
40 million events per second 40 million transactions per day
The world produces its events
3
![Page 4: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/4.jpg)
What happens in an Internet minute?
4
![Page 5: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/5.jpg)
Progress in silicon integration disrupts computing
Gordon Moore, Intel
5
![Page 6: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/6.jpg)
Compute power reaches the singularity point
singularity
66
![Page 7: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/7.jpg)
There will be 50 billion Internet Connected Devices by 2020
7
World Economic Forum, The Fourth Industrial Revolution, 2016
![Page 8: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/8.jpg)
The Always-On Society generates true Big Data
Providingconnected
Apps
Philips Value Platform Extractingmeaningful information
Connected Solutions
Enhancing the user experience
Sensing and monitoring data
Connected devices
8
![Page 9: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/9.jpg)
The vision is clear
9
![Page 10: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/10.jpg)
collect raw data
process data
cleandata set
Visualize results
explore and analyze data
provide data intensive
software services
discover and verify process
models
Data analytics processes will drive the next digitization wave
Free after Wikipedia, 2014
“World”: people, machines, organizations, processes, traffic, etc.
“Data”: transactions, events, messages, samples, images, etc.
10
![Page 11: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/11.jpg)
data
insights decisions
models
Data science competences will drive the next digitization wave
11
![Page 12: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/12.jpg)
Data science seeks to use all relevant, often complex and hybrid data to effectively tell a story that can be easily understood by non-experts
Data Science is the next big thing
12
![Page 13: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/13.jpg)
There are four disruptive elements of Big Data
Entity matching: we find hidden structures
Process mining: we can find unknown facts
Validation: we can deal with messiness
Visualization: we can show what it means
13
![Page 14: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/14.jpg)
All organizations will become data driven
14
![Page 15: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/15.jpg)
Every profession becomes a data science profession
15
Health Analytics
HR Analytics
Marketing Analytics
Accounting & Finance Analytics
![Page 16: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/16.jpg)
• Too much data, too few analysts: in 2015 there is a need of 4.4 million analysts worldwide; only 25% can be met-Gartner, 2012
• The “data scientist.” It’s a high-ranking professional with the training and curiosity to make discoveries in the world of big data - D.J. Patil and Jeff Hammerbacher, 2008
• Simply hiring expensive data scientists isn’t enough; to create real business value with data scientists, top management must learn how to manage them effectively – Sloan Management Review, fall 2014
The Data Scientist is a new breed
Thomas H. Davenport is a visiting professor at Harvard Business School and a senior adviser to Deloitte Analytics, D.J. Patil is the data scientist in residence at Greylock Partners and formerly the head of data products at LinkedIn 16
![Page 17: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/17.jpg)
Public Private
Large scale
Small and medium scale
MelissaOn-line DataBusiness Strategist
RonWeb-data Entrepreneur
DeboraConsultant
Data Concessions
JeremyData Regulatory
Officer
Data science will create new professions
17
![Page 18: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/18.jpg)
It’s all about human capital
We need T-shaped people
Data scientist have knowledge of
•Engineering•Business and society•Entrepreneurship
18
![Page 19: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/19.jpg)
The proposition
![Page 20: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/20.jpg)
![Page 21: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/21.jpg)
Two universities join forces
![Page 22: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/22.jpg)
Education on Data Science will contain seven programs offered at three locations starting September 2016
Graduate School Den Bosch
Tilburg University Eindhoven University of Technology
Joint Bachelor Data Science
22
![Page 23: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/23.jpg)
Mariënburg is a student campus
![Page 24: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/24.jpg)
JADS is a close collaboration of 2 universities in 3 areas
24
![Page 25: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/25.jpg)
Our capability framework covers the full range of DS competences
Data Science
Research Methods
Computer ScienceData
Technologies
Data
VisualizationMathematics Statistics
= basic technical skills
= basic science skills
= entrepreneurial & innovation skills
= domain specific data science skills
Law & Legislation Ethics
Smart IndustriesFinance
Analytics
Smart
Cities
HR & Org
Analytics
Other
TiU & TU/e
Domains
(e.g Legal
Analytics)
Technology
Entrepreneurship
Corporate
EntrepreneurshipCreativity &
Innovation
Entrepreneurial
Marketing
Entrepreneurial
Finance
EthicalHuman Technology
InteractionArtificial
Intelligence
= cognitive science
Marketing &
BrandingHealth
Analytics
25
![Page 26: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/26.jpg)
The JADS master program is truly entrepreneurial
26
DEIA I - 1.1 DEIA II - 1.2 DEIA III - 2.1 Master Thesis – 2.2
Data Mining Business Analytics Data Driven BPM
IP & Privacy Creative Thinking Law, Ethics & Entrepreneurship
Data Integration & Architecture Innovation Sciences Data Visualisation
Strategy & Business Models Entrepreneurial marketing Data Entrepreneurship
Venture and the Law Corporate Entrepreneurship
Signal Processing Supercrunchers
elective
![Page 27: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/27.jpg)
Data Science Hotspot
Monastery Mariënburg
From monastery to graduate school
27
![Page 28: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/28.jpg)
Mariënburg main facilities are multi-functional
28
![Page 29: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/29.jpg)
Mariënburg is a student campus
29
![Page 30: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/30.jpg)
Mariënburg will be a great place to be
We will create a vivid and
intimate international student
community in Den Bosch with:
• On campus housing
• International atmosphere
• Extra curricular activities
• Networking with partners
30
![Page 31: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/31.jpg)
The total is more than the sum of the parts
31
![Page 32: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/32.jpg)
Data Innovation & Entrepreneurship
By transforming data into impactful information through analysis and visualization
We have one generic theme …
32
![Page 33: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/33.jpg)
Branding and marketing
Analyzing customer behavior and
mapping needs on business
propositions.
Productivity and maintenance
Monitoring performance remotely
and enabling long-distance control
and maintenance.
Personal care and wellbeing
Monitoring non-intrusively biomarkers and body functions and feeding back information.
Finance and insurance
Developing data driven options for
innovative financial and insurance
related business improvements.
City management and control
Enabling adaptive public space
support by urban service
management and commissioning.
… and six dedicated themes
Agro, food, and life science
Providing decision support by
correlating information from
different life-science related sources.
33
![Page 34: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/34.jpg)
Size: 1500-2000 students in various programs with 3 research centers
Novelty: educational programs are newly designed using DS design criteria
Multi-disciplinary: Mixing business and IT to drive innovation
Ambition: world class staff & students to make an impact
Ecosystem: Intense collaboration with industry in education and research
The JADS proposition is unique both in depth and breadth
34
![Page 35: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/35.jpg)
Building the ecosystem
![Page 36: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/36.jpg)
We have great supporters
36
![Page 37: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/37.jpg)
![Page 38: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/38.jpg)
Deloitte Consulting, 2015
The economic impact is huge
38
![Page 39: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/39.jpg)
Interest in collaboration is strong (and international)
39
![Page 40: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/40.jpg)
Survey (# = 120) amonst JADS business partners
Why did you approach JADS?
• 64% my organization is lookiong for data science talents
• 66% my organization wants to experiment with new data-driven business models
• 43% my organization wants to be a leading data intensive company
• 46% my organization wants to wants to develop data science competences
• 22 companies expressed willingness to invest in PhD students;
• Several contracts have been signed in 2016 and 2017 (CZ / BrandLoyalty / Vivat / Police / Underlined / Celonis)
Interest in collaboration is strong
![Page 41: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/41.jpg)
The JADS Association drives the local ecosystem
![Page 42: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/42.jpg)
1. Human Capital
2. Research & Innovation
Triple-Helix Board
5. Data Science forthe social good
4. DataSteward-ship
3. Entrepre-neurship & NBD
Mariënburg JADS Association Office
Valorisatieteam Mariënburg
Valorisatieteam TU/e + Inn. Lab
Valorisatieteam Tilburg University
JADSA contains five chambers
![Page 43: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/43.jpg)
Coder Dojo at JADS stimulates children
43
JADS Marienburg, March 22, 2017
![Page 44: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/44.jpg)
Efficient safety norms against flooding reduce costs
44
New norms are stated in the Dutch law
Reduction of 7.8 billion euro in national budget
Legend
1/500
1/1.250
1/2.000
1/4.000
1/10.000
1/40.000
1/100.000
Efficient normsExisting norms
• Find new norms such that investment costs and expected damage costs are minimal
• Approach: (Historical) data, Predictive and prescriptive analytics
![Page 45: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/45.jpg)
Disruptive food chains improve supply
45
• Change from the traditional fixed commodity food basket of WFP to a nutrient based, flexible food basket
• We could show that there are food baskets possible of:- 96.0% nutritional value at 74% of the cost
• The first option is chosen by WFP in Syria for 2016 and therefore, with the same budget, we can feed 1 Million people more than the 4 Million in 2015!
![Page 46: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/46.jpg)
Hackatons apply Data Science for Social Innovation
46
![Page 47: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/47.jpg)
We are realizing a contemporary fairytale
47
![Page 48: Data Science in the Brabant City Region - Big Data Alliance · Data Science in the Brabant City Region Big Data Alliance April 7, 2017 1. ... data insights decisions models Data science](https://reader031.vdocuments.net/reader031/viewer/2022041107/5f09cc537e708231d4288966/html5/thumbnails/48.jpg)
Thanks for your attention