DATA SCIENCE @ TIU

19 Maart 2015

• We produceren 400 miljoen tweets per dag• … en sturen 3.2 biljoen likes per dag• We uploaden 300 miljoen foto’s per dag• Google Voice produceert 10 jaar gesproken tekst per dag• De UK heeft 2 miljoen surveillance camera‘s • Facebook heeft 1 biljoen gebruikers• 800 miljoen gebruikers kijken 4 biljoen films per dag• De hoeveelheid medische data verdubbelt iedere 5 jaar• In 2020 zullen er 24 billjoen internet-verbonden apparaten zijn

Source: NRC 08.02.2013; Gartner 2014

De productie van data is gigantisch

De “Always-On Society” verbindt via data

Verstrekken data via verbonden

Apps

Philips Value Platform Genereren betekenisvolle

informatie

4

Verbonden oplossingen

Verrijken de gebruikers ervaring

Sensing en monitoring data

Verbonden apparaten

Customer mappingSmart maintenance

Monitors performance remotely and enables long-distance control and maintenance.

Body monitoring

Monitors non-intrusively biomarkers and body functions and feeds information.

Data security & privacy

Investigates security and privacy issues related to the trade and use of data in a global setting.

City management

Enables adaptive outdoor lighting and supports urban service management and commissioning.

Home control

Monitors the habitation of buildings and/or homes and provides feedback on the use of resources.

nieuwe producten en diensten op basis van data

5

Analyzes customer behavior and maps needs on potential business propositions

TILT - Tilburg Institute for Law, Technology, and Society

Big Data = profilering

TILT - Tilburg Institute for Law, Technology, and Society

Data Science = A New Type of Professional

Public Private

Large scale

Small and medium scale

MelissaOn-line DataBusiness Strategist

RonWeb-data Entrepreneur

DeboraConsultant

Data Concessions

JeremyData Regulatory

Officer

8

Data science brengt nieuwe beroepen

Een unieke combinatie van TU/e en TiU

926-03-15

Overlappende competenties

Data Science Master

Entrepreneurship

Data Science Master

Engineering

entrepreneurshipsociety engineering

Technical University EindhovenTilburg University

Mariënburg Den Bosch

Brainport/Brabant International School on Data Science:Drie locaties met 1 bachelor en 4 masters

Brede Data Science Bachelor

Data Science Master Business

and SocietyMaster BA

Data Science Opleidingen• Een brede Data Science Bachelor programma verzorgd op twee locaties

(Eindhoven and Tilburg) per 1 september 2016

• Vier Data Science master programma’s met specifieke profielen:

• Data Science & Engineering (Eindhoven) per 1 september 2015

• Data Science & Entrepreneurship (Den Bosch) per 1 september 2016

• Data Science Business en Society (Tilburg) per 1 september 2015

• Data Science Business Analytics (Tilburg) per 1 september 2016

• Alle opleidingsprogramma’s bevatten elementen uit de verschillende noodzakelijke vakgebieden: Economie & Social Sciences, Engineering, Recht, Ethiek en Entrepreneurship

• De profielen van de master programma’s zijn:

• Data Science Engineer

• Social and Business innovation Data Scientist

• Data Science Entrepreneur

11

Year 1 Year 2 Year 3

Sem 1

Sem 2

Data Challenge

Statistics

Computational Science

Data Science Ethics

Programming

Data Challenge

Cognitive Science

Visualization

Algorithms

Data Challenge

Data Mining

Startups

Law and Data Science

Business Analytics I

Data Challenge

Process Mining

Creative Thinking

Business Analytics II

Business Insights

Innovation & Regulation

Q1

Q2

Q4

Q3

Bachelor Data Science

Eerste twee jaar•Semesters•Data challenges•Vaardigheden•Methoden•Context•Blended learning

Jaar 1

Business Analytics

Entrepreneurship in Action

Jaar 2

Master Thesis

Entrepreneural Finance

Entrepreneural Marketing

Corporate Entrepreneurship

Data Rights Management

Law, ethics and Entrepreneurship

Innovation, Competition,

Market Regulation

Open Innovation

Business Models for Data Science

Technology Entrepreneurship

Data Mining I

Data Retrieval Social Media

Data Integration and Architecture

Entrepreneurship in Action

Entrepreneurship in Action

Data Mining II

Data Science MasterEntrepreneurship(Mariënburg)

Year 1

Sem 1

Sem 2

Finance analytics

Optimization

Heuristics Algorithms

Prediction & simulation

Logistics analytics

Values and legal issues

Master Thesis

Data Science Techniques

Data Science MasterBusiness Analytics(Tilburg)

Year 1

Sem 1

Sem 2

Business Analytics

Data Management

Data Processing & Data Mining

Governance & Policy Making

DS Regulation & Law

Master Thesis

Data Science In Action

Data Science MasterBusiness and Governance(Tilburg)

Data Security & Sustainability

TiU Data Science Competenties I

Statistiek, Computer Science, Operations Research

• Data mining• Statistics &

Stochastics• Time series• Data/information

visualization• Prescriptive analytics =

Optimization

• Web analytics• Data retrieval from

Web• Data processing• Machine learning• Database systems• Software &

Programming

TiU Data Science Competenties II

Ethiek, Cultuur, Recht & Entrepreneurship

• Privacy & data protection• Technology and Intellectual Property Rights

Management• Public governance,• Regulation: Ethics, Acceptance, Legitimacy• Law, Entrepreneurship & Finance• Corporate entrepreneurship• Innovation, competition, and market data regulation• Culture and Online Society

TiU Data Science Competenties III

ToepassingsgebiedenMarketing, Logistics, Finance, Health Care, Tax, Pensions, Judiciary Politics, etc.

• Marketing analytics• Consumer behavior• Social data mining• Finance analytics• Logistics analytics• Data-driven Operations

Management• Data-driven Business Models• HR analytics

AMBITION: SUMMER ACTIVITY INVOLVING (OUR) STUDENTS

Vragen

2026-03-15