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How we build a
Community of Practices
for Datasciences
1June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Learning and Sharing
through
Community of Practice
CoP V1.0 -> V2.0
Philippe Van Impe
@pvanimpe
pvanimpe@gmail.com
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Agenda
1. V1.0 - Defining: Community of Practice – CoP
2. V1.5 - How we build the open CoP for
Datascience in Brussels
3. Activites we like to do
4. V2.0 -> Open CoP
vzw European Data Innovation Hub asbl
3June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Agenda
1. V1.0 - Defining: Community of Practice – CoP
2. V1.5 - How we build the open CoP for
Datascience in Brussels
3. Activites we like to do
4. V2.0 -> Open CoP
vzw European Data Innovation Hub asbl
4June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
 puts you in touch with like-minded colleagues and peers
 allows you to share your experiences and learn from others
 allows you to collaborate and achieve common outcomes
 accelerates your learning
 validates and builds on existing knowledge and good practice
 provides the opportunity to innovate and create new ideas
Communities of Practice
5June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
“a group of people who share a concern, set of problems, or
a passion about a topic, and who deepen their knowledge
and expertise in this area by interacting on an ongoing
basis.” (Wenger et al., 2002)
6June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
6
7
Levelofengagement
Type of engagement
Browse, search, learn
(Anonymously)
Comment
(with attribution)
Ask a question
(with attribution)
Write a blog
Become a mentor
Become an expert
RegisterComment
(Anonymously)
occasional
transactional
peripheral
active
facilitator
core group
lurkers
leaders
outsiders
experts
beginners
8June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
8
Patterns of contribution
Ref: Jacob Nielson http://www.useit.com/alertbox/participation_inequality.html
Number of participants
Numberofcontributions
1% active contributors
9% occasional contributors
90% readers (aka ‘lurkers’)
The 1-9-90 rule
What makes a successful CoP?
clear purpose – what will it be used to do?
creating a safe and trusted environment
committed core group of active participants
being motivated
knowing the needs of participants
having a clear action plan with activities to meet needs
blending face-to-face and online activities
This can all be achieved by good, active facilitation
10June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
11June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Agenda
1. V1.0 - Defining: Community of Practice – CoP
2. V1.5 - How we build the open CoP for
Datascience in Brussels
3. Activites we like to do
4. V2.0 -> Open CoP
vzw European Data Innovation Hub asbl
12June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Practical Case:
How we build a
Community of Practices
for Datasciences
13June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
14
CoP V1.5
• Open
• Non-commercial
• Meetup group
• Grasrooted
• Focussed on personal development
• Multiple Helix
• Driven by volunteers
• Fuelled by the desire to do Data4Good projects
• Social corporate responsibility
15
16
Founders of the Brussels Data Scence Community
Our mission is
to educate, inspire, empower scholars and
professionals
to apply data sciences
to address humanity’s grand challenges.
17May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
18
May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Sharing & Learning by doing data4good projects
19May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Agenda
1. V1.0 - Defining: Community of Practice – CoP
2. V1.5 - How we build the open CoP for
Datascience in Brussels
3. Activites we like to do
4. V2.0 -> Open CoP
vzw European Data Innovation Hub asbl
20June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We do Monthly Meetups
21
We do event Visits
22
We do Coached Moocs
23
24
We Do networking
25
We do hands-on workshops
We celebrate success
26
Ugent wins Kaggle
BDSC 3rd hackepilepsy
... Colin ends 2nd in Kaggle
... Bigbards.io wins public vote @Strata
...
May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We do datascience surveys
27May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
28
We share the data of our surveys
May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We do the Data Innovation Summit
29
Agenda
We do video channels
30
31
32
We do blogs
33June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
34
We do bootcamps
35May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We do Sandboxes
36May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We do data for good projects
37
We send teams to hackethons
38June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We participate and do discounts
39
40
• More jobs here
• How to benefit from free job posting
• Review of the Top 5 job post in 2015
May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We advertise job opportunities
We do job adds
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
We do study visits
41
Some details about us:
 1251 meetup group members
 2545 @datasciencebe twitter followers
 402 facebook page likes
 860 linkedin group members
 March: 6,4k visitors & 16,8k views on www.datasciencebe.com
 more meetups scheduled before the summer
 On average more than 150 registered at each meetup
 average meetup registration 250
 + 600 people answered the Data Innovation Survey
 Our Video channels are a great success
 https://www.parleys.com/channel/datascience
 Datascience Youtube channel
May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| 42
June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Next activities
 18/6 - Meetup: Datascience and Privacy & Security
 Coached moocs
 Machine learning
 Introduction to Bigdata with apache Spark
 26/6 - Executive Class – The essence of predictive analytics
 3,4,5/7 - Hackathon – Classics vs Big Data methods
 9/7 - Garden Party
 Proclamation
 BBQ
43June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Agenda
1. V1.0 - Defining: Community of Practice – CoP
2. V1.5 - How we build the open CoP for
Datascience in Brussels
3. Activites we like to do
4. V2.0 -> Open CoP
vzw European Data Innovation Hub asbl
44June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
V2.0 -> Open CoP
vzw European Data Innovation Hub asbl
• Legal entity, professional with FTE
• Team of datascientists in residence on site
• Supported by a gentlemens’ club of corporations
• Multiple communities /startups /coworking
• 400 m² of shared office space in Brussels for
– Datascientist
– Startups
– Co-Working
• 12 fully equiped training rooms
• Ideal place for hackathons and sandboxes
• Social corporate responsibility
45June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
Thank You
46
47
Philippe Van Impe
Driver @ Brussels Data Science Community
pvanimpe@gmail.com
@pvanimpe | 0477/ 23.75.42
“Coming
together is a
beginning;
keeping together
is progress;
staying together
is success.”
Henry Ford

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How to build a Community of Practice (CoP) + How we build the Brussels Data Science Community

  • 1. How we build a Community of Practices for Datasciences 1June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 2. Learning and Sharing through Community of Practice CoP V1.0 -> V2.0 Philippe Van Impe @pvanimpe pvanimpe@gmail.com June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 3. Agenda 1. V1.0 - Defining: Community of Practice – CoP 2. V1.5 - How we build the open CoP for Datascience in Brussels 3. Activites we like to do 4. V2.0 -> Open CoP vzw European Data Innovation Hub asbl 3June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 4. Agenda 1. V1.0 - Defining: Community of Practice – CoP 2. V1.5 - How we build the open CoP for Datascience in Brussels 3. Activites we like to do 4. V2.0 -> Open CoP vzw European Data Innovation Hub asbl 4June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 5.  puts you in touch with like-minded colleagues and peers  allows you to share your experiences and learn from others  allows you to collaborate and achieve common outcomes  accelerates your learning  validates and builds on existing knowledge and good practice  provides the opportunity to innovate and create new ideas Communities of Practice 5June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com| “a group of people who share a concern, set of problems, or a passion about a topic, and who deepen their knowledge and expertise in this area by interacting on an ongoing basis.” (Wenger et al., 2002)
  • 6. 6June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com| 6
  • 7. 7 Levelofengagement Type of engagement Browse, search, learn (Anonymously) Comment (with attribution) Ask a question (with attribution) Write a blog Become a mentor Become an expert RegisterComment (Anonymously)
  • 8. occasional transactional peripheral active facilitator core group lurkers leaders outsiders experts beginners 8June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com| 8
  • 9. Patterns of contribution Ref: Jacob Nielson http://www.useit.com/alertbox/participation_inequality.html Number of participants Numberofcontributions 1% active contributors 9% occasional contributors 90% readers (aka ‘lurkers’) The 1-9-90 rule
  • 10. What makes a successful CoP? clear purpose – what will it be used to do? creating a safe and trusted environment committed core group of active participants being motivated knowing the needs of participants having a clear action plan with activities to meet needs blending face-to-face and online activities This can all be achieved by good, active facilitation 10June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 11. 11June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 12. Agenda 1. V1.0 - Defining: Community of Practice – CoP 2. V1.5 - How we build the open CoP for Datascience in Brussels 3. Activites we like to do 4. V2.0 -> Open CoP vzw European Data Innovation Hub asbl 12June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 13. Practical Case: How we build a Community of Practices for Datasciences 13June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 14. 14
  • 15. CoP V1.5 • Open • Non-commercial • Meetup group • Grasrooted • Focussed on personal development • Multiple Helix • Driven by volunteers • Fuelled by the desire to do Data4Good projects • Social corporate responsibility 15
  • 16. 16 Founders of the Brussels Data Scence Community
  • 17. Our mission is to educate, inspire, empower scholars and professionals to apply data sciences to address humanity’s grand challenges. 17May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 18. 18 May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 19. Sharing & Learning by doing data4good projects 19May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 20. Agenda 1. V1.0 - Defining: Community of Practice – CoP 2. V1.5 - How we build the open CoP for Datascience in Brussels 3. Activites we like to do 4. V2.0 -> Open CoP vzw European Data Innovation Hub asbl 20June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 21. We do Monthly Meetups 21
  • 22. We do event Visits 22
  • 23. We do Coached Moocs 23
  • 25. 25 We do hands-on workshops
  • 26. We celebrate success 26 Ugent wins Kaggle BDSC 3rd hackepilepsy ... Colin ends 2nd in Kaggle ... Bigbards.io wins public vote @Strata ... May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 27. We do datascience surveys 27May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 28. 28 We share the data of our surveys May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 29. We do the Data Innovation Summit 29 Agenda
  • 30. We do video channels 30
  • 31. 31
  • 33. 33June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 34. 34
  • 35. We do bootcamps 35May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 36. We do Sandboxes 36May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 37. We do data for good projects 37
  • 38. We send teams to hackethons 38June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 39. We participate and do discounts 39
  • 40. 40 • More jobs here • How to benefit from free job posting • Review of the Top 5 job post in 2015 May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| We advertise job opportunities We do job adds June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 41. We do study visits 41
  • 42. Some details about us:  1251 meetup group members  2545 @datasciencebe twitter followers  402 facebook page likes  860 linkedin group members  March: 6,4k visitors & 16,8k views on www.datasciencebe.com  more meetups scheduled before the summer  On average more than 150 registered at each meetup  average meetup registration 250  + 600 people answered the Data Innovation Survey  Our Video channels are a great success  https://www.parleys.com/channel/datascience  Datascience Youtube channel May 2015 | Brussels Data Science Community | @datasciencebe | datasciencebe.com| 42 June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 43. Next activities  18/6 - Meetup: Datascience and Privacy & Security  Coached moocs  Machine learning  Introduction to Bigdata with apache Spark  26/6 - Executive Class – The essence of predictive analytics  3,4,5/7 - Hackathon – Classics vs Big Data methods  9/7 - Garden Party  Proclamation  BBQ 43June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 44. Agenda 1. V1.0 - Defining: Community of Practice – CoP 2. V1.5 - How we build the open CoP for Datascience in Brussels 3. Activites we like to do 4. V2.0 -> Open CoP vzw European Data Innovation Hub asbl 44June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 45. V2.0 -> Open CoP vzw European Data Innovation Hub asbl • Legal entity, professional with FTE • Team of datascientists in residence on site • Supported by a gentlemens’ club of corporations • Multiple communities /startups /coworking • 400 m² of shared office space in Brussels for – Datascientist – Startups – Co-Working • 12 fully equiped training rooms • Ideal place for hackathons and sandboxes • Social corporate responsibility 45June 2015 | P&G | Brussels Data Science Community | @datasciencebe | datasciencebe.com|
  • 47. 47 Philippe Van Impe Driver @ Brussels Data Science Community pvanimpe@gmail.com @pvanimpe | 0477/ 23.75.42 “Coming together is a beginning; keeping together is progress; staying together is success.” Henry Ford