Fostering Friendships - Enhancing Social Bonds in the Classroom
Arjan van den Born Jads
1.
2. Introduction to data science
Overcoming the Hype
November 20th 2017
Arjan van den Born
3. CONTENT
• What is Data Science, exactly?
• Some Cool Examples of Data Science in Action
• Dark Side of Data Science
• JADS – Bridging Business and Technology
• Master Data Science & Entrepreneurship
[3]
4. The Datafication era started in the early 1800’s
Mathew Fontaine Maury, Virginia 1806-1873Florence Nightingale , London 1820-1910 [4]
6. The Always-On Society generates true Big Data
Providing
connected
Apps
Philips Value Platform Extracting
meaningful
information
Connected Solutions
Enhancing the user experience
Sensing and monitoring data
Connected devices
6
7. Public Private
Large scale
Small and medium scale
Melissa
On-line Data
Business Strategist
Ron
Web-data Entrepreneur
Debora
Consultant
Data Concessions
Jeremy
Data Regulatory Officer
Data science will create new professions
7
8. Every profession becomes a Data Science Profession
8
Health Analytics
HR Analytics
Marketing Analytics
Accounting & Finance Analytics
35. Education: nine data science programs offered at three locations
[35]
Graduate School Den Bosch
Joint Bachelor Data Science
2000
Students
36. A New Profession is emerging
36
We need T-shaped people
Data scientist have knowledge of
• Engineering
• Statistics & Mathematics
• Business & Society
• Entrepreneurship
37. An overview of our nine data science educational programs
engineering
Eindhoven
University of Technology
society
Tilburg University
entrepreneurship
Mariënburg Den Bosch
I.JointBachelorinScience
37
Health
Analytics
Legal
Analytics
Digital
Entrepreneur
Data
Engineering
Minor
V. Data Science and
Entrepreneurship
VII. PDEng
Data Science
II. Business
and
Governance
III. Business
Analytics
VI. Master Data Science in
Engineering
Master Post- Master
IV. Marketing
Analytics
IX.Ph.D.PrograminDataScience
VIII. Professional
Education
38. For every data science role there is a specialization in Bachelor &
Master
Data Engineer
Data Wrangler
Data
Analyst
Data Scientist Data
Entrepreneur
[38]Data Engineering
Business Analytics
Data Entrepreneurship
Data Entrepreneurship
Business & Governance
Marketing Analytics
39. Enabling and creating a thriving community
[39]
0
200
400
600
800
1000
1200
1400
1600
1800
2016 2017 2018 2019 2020
Aantal PDENG Data Science Den Bosch
Aantal masters Data Science Eindhoven
Eindhoven
Aantal masters Data Science Tilburg
Tilburg
Aantal joint masters Data Science Den
Bosch
Aantal joint bachelors Data Science
Tilburg/Eindhoven
Currently
approximately 600
students
40. The place where we collaborate intensively with our partners
[40
]
41. Relevance: Intense collaboration with industry in education and research
Ambition & Quality: world class staff & students to make an impact
Multi-disciplinary: Mixing business and IT to drive innovation
Novelty: educational programs are newly designed using DS design criteria
Size: 2000 students in various programs with 3 research centers
Five unique elements of our proposition
[41]
45. Mariënburg is will be a great place to be
We will create a vivid and
intimate international student
community in Den Bosch with:
• On campus housing (77)
• Start-ups, scale-ups and spin-offs
• International atmosphere
• Extra curricular activities
• Networking with partners
45
46. JADS Acceleration & Incubation activities @ Marienburg
[46]
JADS Entrepreneurship
Club Incubation services
AI
Accelerator
JADS Data Science
Studio
Data Tech 100
• Focus on student
meet-ups
• Link with educational
program
• Students
• Academics
• Together with Brabant
Ventures
• Executed by
Rockstart
• Housed in
Mariënburg
• Focus on AI
• 6-8 scale-ups
• Assisted by Science
know-how
Data & Agro Data & Sport
48. The Master of Data Science and Entrepreneurship (MDSE) has the bold ambition
to be the most innovative & entrepreneurial studies in Data Sciences in NL
[48]
“To teach the complexities of
data entrepreneurship, our
program balances evidence-
based learning with
experience-based
learning. Therefore, [we]
develop practical (data-based)
applications and
prototypes, we will host an
elaborate mentoring program,
and give students the real-
life experience of
starting their own data
venture.”
Rare & Valuable
Capabilities
Constant
experimentation &
learning
Lean Start-up
Combine Actions
& Insights
Data Entre-
preneurship is a
team sport
Building a Data
Living Lab
49. To do so, alongside the intended learning outcomes, a skills journey and
individual coaching prepare for students’ future entrepreneurship
[49]
1. Curriculum 2. Skills Journey 3. Coaching & Mentoring
Competencies (in accordance with
Dublin descriptors mentioned in the
NVAO-accreditation add-on d.d. April
2017) following JADS’s ambition to be
the most innovative and
entrepreneurial Data Science study in
the Netherlands.
A designed skills journey contains
additional workshops / training
supported by assessments to develop
the skills of the students, consisting of
curricular and extracurricular skills.
A triangle of coaching (personal level)
and mentoring (business level) to
ensure specific learning needs of the
student.
A challenging, consistent and balanced
menu of entrepreneurial competencies
50. JADS Master Data Science & Entrepreneurship Curriculum
[50]
Data Mining Deep Learning
Business Analytics
Process Mining
Data & Law (IP & Privacy) Cognition & Creativity Ethics & Entrepreneurship
Data Architecture &
Integration
Innovation Services Data Vizualization
Strategy & Business Models Entrepreneurial Marketing Data Entrepreneurship*
Entrepreneurial Finance Corporate Entrepreneurship*
Super Crunchers
DEiA 1.1 DEiA 1.2 DEiA 2.1 Master Thesis (2.2)
Data Engineering
Data Mining
Data Decision Making
Data Entrepreneurship
Data in Society
Electives
Choose 1 out of 2*
Skills Journey
51. Unique features of the Master Data Science & Entreperneurship
• Joint collaboration of TU/e and TiU.
Students receive a joint diploma
that is issued by both universities.
• The beautiful Mariënburg
Monastery.
• Students are registered at both
universities.
• Courses are taught by professors
from both universities in ‘s-
Hertogenbosch.
51
Last year, Monsanto made a major investment in big data analytics when it paid $930 million to acquire Climate Corporation, a San Francisco tech firm whose original business was selling crop insurance to farmers with rates set by some of the most detailed weather data available anywhere. These days, Climate Corp.'s flagship product is a smartphone app called Climate Basic. The screenshot to the left—from my iPhone, taken back in early October—shows my family's corn and soy farm in Iowa. You can see each of five individual fields highlighted. There are 30 million agricultural fields in
35
Wat kunnen we met data die YouTube, Spotify, Facebook, Whatsapp en Instagram genereren? Veel bedrijven kunnen die data wel verzamelen maar weten niet goed wat ze er verder mee kunnen.
Als Data Scientist ben je in staat om enorme hoeveelheden data te analyseren, daar patronen in te zien en die data vervolgens om te zetten in nieuwe producten en
diensten voor overheid, bedrijfsleven en samenleving.
In Tilburg en Eindhoven is de joint Bachelor Data Science in September 2016 gestart met zo’n 50 studenten. Zij reizen op en neer tussen Eindhoven en Tilburg.
In Den Bosch is de joint Master Data Science and Entrepreneurship.
Daarnaast zijn er 3 eenjarige master tracks in Tilburg en een tweejarige master track in Eindhoven.
In Den Bosch loopt ook de post-master ontwerpersopleiding Data Science (2 jarig) met een sterke focus op techniek en ondernemerschap.