VENTURN DATA SCIENCE PROGRAMME Bringing Data to Life for the Maritime and Logistics Sector. 18 November 2016

Transcription

1 VENTURN DATA SCIENCE PROGRAMME Bringing Data to Life for the Maritime and Logistics Sector

2 ABOUT VENTURN Empowering People & Inspiring Performance Venturn is a maritime consultancy dedicated to advising our clients from the maritime and logistics sectors on the development and performance of people and business. We deliver new insights, performance enhancement and performance excellence through consultancy, training and development, project management, organisational development, change management and we match the right people to the right organisations. 2

3 WHY PARTICIPATE Predictive ship maintenance based on data-analysis works ( ) Netherlands Maritime Technology Make haste with data usage in transport and logistics ( ) Financieel Dagblad Data is the perfect tool to optimise your business ( ) World Maritime News Current situation Data is increasingly collected and operationally available for business purposes An increasing need for data science expertise inside companies in the maritime & logistics sector The supply of experts on this subject is scarce Opportunity Develop your in-house data consultant(s) Use your data as an asset and develop the competence to allocate data effectively Pioneer in the field of data science and discover business improvement and opportunities 3

4 PROGRAMME CONCEPT Programme structure 12 month programme, including: A 5-day crash course 10 in-depth training modules 1 day + 1 evening per module 10 inspire sessions Team building projects Field trips 4

5 PROGRAMME CONCEPT Programme fee starting fee 950 each month Optional: Search or interim solution for sourcing candidate possible through Venturn Interim Management or Executive Search 5

6 Data Science Programme From professional to data consultant 6

7 DATA SCIENCE PROGRAMME From professional to data consultant Starting Profile Programme End Profile 7

8 DATA SCIENCE PROGRAMME Starting Profile From professional to data consultant Programme End Profile Maritime & logistics professionals of all ages and backgrounds who: Have a keen interest in creating knowledge out of data Currently working with data and want to do more with it Have business knowledge and practical problem solving experience Typically work in Business Information, Business Analysis, Big Data, but also Finance, Marketing, Business Development amongst others 8

9 DATA SCIENCE PROGRAMME Starting Profile From professional to data consultant Programme End Profile Data consultant basics Crash course Intensive 5-day session Data consultant basics The curriculum 10 in-depth modules 1 day, 1 evening per month 1 field day per month 1 6 Curriculum

10 DATA SCIENCE PROGRAMME Starting Profile Basic Crash Course Programme End Profile Data consultant basics The basic crash course ensures participants speak the common language of data science. Furthermore, necessary techniques are taught to roll in curriculum at any time. After the crash course the participant will have: The appropriate methods to describe, predict and prescribe data Basic programming skills for manipulating & modeling data Techniques for self-starting-, leading projects and communicating results 1 6 Data consultant basics Curriculum

11 COURSE CONTENT Starting Profile Basic Crash Course Programme End Profile Day Content Trainer 1 2 Introduction to data science Describe, predict, prescribe based on small & big data and databases Methods, models & tools Machine learning, optimisation and programming in different languages (VBA, R, Stata, SAS, MiniTab, MATLAB, Python) CQM CQM Data consultant basics 3 Introduction to R programming Basic concepts in R, importing and manipulating data Jeroen Janssens Curriculum 4 Statistics and visualisation Distributions, correlation, outliers and visualisation of results Jeroen Janssens Soft skills: pitching and self-leadership Leading your own projects and getting your message across ReBBels 11

12 DATA SCIENCE PROGRAMME Starting Profile Curriculum Programme End Profile The curriculum 10 modules will contain more in-depth subjects of data science, which are applicable to the maritime industry. After each module, a participant will have: Data consultant basics Practical skills for tackling a dominant data science subject Theoretic background to understand problems and convey knowledge surrounding data Interface between business requirements and data availability in inhouse or external projects 1 6 Curriculum

13 COURSE CONTENT Starting Profile Curriculum Programme End Profile Module Content Days Trainer Machine learning I Classification and regression 1,5 Jeroen Janssens Teambuilding I 1 Venturn Machine learning II Clustering, dimensionality reduction, neural networks 1,5 Social project 0,5 Decision Support I Optimisation Inspiration day 0,5 Project management Project management in data science: scrum, agile Jeroen Janssens Venturn Network 1,5 CQM Venturn Network 1,5 TBD Participants case / project 0,5 Participants Producing reproducible reports in R Automate dashboards and reportage 1,5 Jeroen Janssens Open 0,5 TBD Module Content Days Trainer Machine Learning III Time series and forecasting methods 1,5 Jeroen Janssens Teambuilding II 1 Venturn Academic perspective on data science Evolution and revolution of data science Social project 0,5 Decision Support II Simulation Inspiration day 0,5 SQL and database management systems Manipulating and managing data 1,5 University Groningen Venturn Network 1,5 CQM Venturn Network 1,5 TBD Participants case / project 0,5 Participants Text mining and scraping Structuring unstructured data 1 Grible Graduation 0,5 Venturn 13

14 DATA SCIENCE PROGRAMME From professional to data consultant Starting Profile Programme End Profile After 12 months the participants will be trained Data Consultants who can: Create knowledge and insight out of (un)structured data Identify issues, remove obstacles and lead towards solutions Identify applications of available company data and know how to organise and realise these applications Understand analytical tools, statistical techniques and be able to apply these to implement improvements 14

15 OUR PARTNERS JEROEN JANSSENS CQM GRIBLE RUG REBBELS Jeroen Janssens is an independent consultant and trainer in helping organisations get the most out of their data. Next to this, he teaches Machine Learning and Statistical Programming as assistant professor of Tilburg University. Consultants in Quantitative Methods (CQM) have 30 years of experience in projects for a broad customer base, including training. Alignment with practice is key according to CQM and trainers are seasoned consultants with practical experience. Grible is a start-up proficient in solving data problems at the intersection of UX Design, development and data science. Their approach enables clients to make better decisions and bring better data-driven products to their consumers. The University of Groningen builds on the knowledge of Faculty of Mathematics and Natural Sciences and is able to offer academic insight on the most advanced methods and implications in the field of data science and systems complexity. Jocelyn Rebbens believes that personal branding can assist in the achievement of personal business objectives. Experienced as a writer, trainer, blogger, and consultant in marketing communication, she enables people to get the most out of themselves. 15

16 Data Science Programme From professional to data consultant 16

17 CONTACT US Hulstkamp Gebouw Maaskade NK Rotterdam The Netherlands René Verhaegen/Patrick van de Ven T: +31 (0) E: W: