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Vincent Biret
2 | SharePoint Saturday Calgary – 23 APR 2016
Sponsors
CalSPOUG
3 | SharePoint Saturday Calgary – 23 APR 2016
About Me
4 | SharePoint Saturday Calgary – 23 APR 2016
Why Should you care?
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5 | SharePoint Saturday Calgary – 23 APR 2016
Who’s that session for?
6 | SharePoint Saturday Calgary – 23 APR 2016
Today’s objective (s)
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7 | SharePoint Saturday Calgary – 23 APR 2016
Agenda
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8 | SharePoint Saturday Calgary – 23 APR 2016
Ready?
WHAT IS THE GRAPH?
10 | SharePoint Saturday Calgary – 23 APR 2016
Is that a graph?
0
1
2
3
4
5
6
Category 1 Category 2 Category 3 Category 4
Title
Series 1 Series 2 Series 3
11 | SharePoint Saturday Calgary – 23 APR 2016
And that?
Sales
1st Qtr 2nd Qtr 3rd Qtr 4th Qtr
12 | SharePoint Saturday Calgary – 23 APR 2016
That’s a Graph!
13 | SharePoint Saturday Calgary – 23 APR 2016
Why Graphs?
14 | SharePoint Saturday Calgary – 23 APR 2016
The property graph
Vincent
Desk: E43
Phone: 514 444 4444
Extension: 275
Negotium
Street Address: Montreal
Creation : 1/1/00
Technical Advisor
Must do: technical advising
Advantages: better business cards
Developper
Must do: development
Advantages: better keyboard
Works as
Since 1/7/14
Works as
Since 12/7/12
15 | SharePoint Saturday Calgary – 23 APR 2016
Why are computers so good with Graphs?

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
17 | SharePoint Saturday Calgary – 23 APR 2016
Why A Microsoft Graph?
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18 | SharePoint Saturday Calgary – 23 APR 2016
What’s Microsoft’s Graph?
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19 | SharePoint Saturday Calgary – 23 APR 2016
Resources
DELVE
22 | SharePoint Saturday Calgary – 23 APR 2016
Structure
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MS Graph API
27 | SharePoint Saturday Calgary – 23 APR 2016
State of the art
28 | SharePoint Saturday Calgary – 23 APR 2016
Hightlights




29 | SharePoint Saturday Calgary – 23 APR 2016
Supervised learning





30 | SharePoint Saturday Calgary – 23 APR 2016
Classification

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31 | SharePoint Saturday Calgary – 23 APR 2016
Regression
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32 | SharePoint Saturday Calgary – 23 APR 2016
Unsupervised learning
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33 | SharePoint Saturday Calgary – 23 APR 2016
Clustering
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34 | SharePoint Saturday Calgary – 23 APR 2016
« Matchmaker »
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36 | SharePoint Saturday Calgary – 23 APR 2016
Why So important to dev’s?
37 | SharePoint Saturday Calgary – 23 APR 2016
Highlights

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
38 | SharePoint Saturday Calgary – 23 APR 2016
Methodology

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ML Studio
TIME TO SAY GOODBYE
41 | SharePoint Saturday Calgary – 23 APR 2016
Conclusion
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42 | SharePoint Saturday Calgary – 23 APR 2016
Vincent Biret, @baywet,
bit.ly/vince365
vbiret@outlook.com
44 | SharePoint Saturday Calgary – 23 APR 2016
Sponsors
CalSPOUG
SAVE 40% on print books with code
MSUSERGROUP
SAVE 50% on eBooks with code
MSUGEBOOK
*Codes can not be combined with another offer or eBook Deal of the Week feature titles.
Visit microsoftpressstore.com today!


 Complimentary appetizers and cash bar

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#Spscalgary 2016 Make Graph Data useful for you company

  • 2. 2 | SharePoint Saturday Calgary – 23 APR 2016 Sponsors CalSPOUG
  • 3. 3 | SharePoint Saturday Calgary – 23 APR 2016 About Me
  • 4. 4 | SharePoint Saturday Calgary – 23 APR 2016 Why Should you care?   
  • 5. 5 | SharePoint Saturday Calgary – 23 APR 2016 Who’s that session for?
  • 6. 6 | SharePoint Saturday Calgary – 23 APR 2016 Today’s objective (s)      
  • 7. 7 | SharePoint Saturday Calgary – 23 APR 2016 Agenda       
  • 8. 8 | SharePoint Saturday Calgary – 23 APR 2016 Ready?
  • 9. WHAT IS THE GRAPH?
  • 10. 10 | SharePoint Saturday Calgary – 23 APR 2016 Is that a graph? 0 1 2 3 4 5 6 Category 1 Category 2 Category 3 Category 4 Title Series 1 Series 2 Series 3
  • 11. 11 | SharePoint Saturday Calgary – 23 APR 2016 And that? Sales 1st Qtr 2nd Qtr 3rd Qtr 4th Qtr
  • 12. 12 | SharePoint Saturday Calgary – 23 APR 2016 That’s a Graph!
  • 13. 13 | SharePoint Saturday Calgary – 23 APR 2016 Why Graphs?
  • 14. 14 | SharePoint Saturday Calgary – 23 APR 2016 The property graph Vincent Desk: E43 Phone: 514 444 4444 Extension: 275 Negotium Street Address: Montreal Creation : 1/1/00 Technical Advisor Must do: technical advising Advantages: better business cards Developper Must do: development Advantages: better keyboard Works as Since 1/7/14 Works as Since 12/7/12
  • 15. 15 | SharePoint Saturday Calgary – 23 APR 2016 Why are computers so good with Graphs?   
  • 16.
  • 17. 17 | SharePoint Saturday Calgary – 23 APR 2016 Why A Microsoft Graph?    
  • 18. 18 | SharePoint Saturday Calgary – 23 APR 2016 What’s Microsoft’s Graph?        
  • 19. 19 | SharePoint Saturday Calgary – 23 APR 2016 Resources
  • 20. DELVE
  • 21.
  • 22. 22 | SharePoint Saturday Calgary – 23 APR 2016 Structure                    
  • 24.
  • 25. 27 | SharePoint Saturday Calgary – 23 APR 2016 State of the art
  • 26. 28 | SharePoint Saturday Calgary – 23 APR 2016 Hightlights    
  • 27. 29 | SharePoint Saturday Calgary – 23 APR 2016 Supervised learning     
  • 28. 30 | SharePoint Saturday Calgary – 23 APR 2016 Classification   
  • 29. 31 | SharePoint Saturday Calgary – 23 APR 2016 Regression   
  • 30. 32 | SharePoint Saturday Calgary – 23 APR 2016 Unsupervised learning    
  • 31. 33 | SharePoint Saturday Calgary – 23 APR 2016 Clustering   
  • 32. 34 | SharePoint Saturday Calgary – 23 APR 2016 « Matchmaker »      
  • 33.
  • 34. 36 | SharePoint Saturday Calgary – 23 APR 2016 Why So important to dev’s?
  • 35. 37 | SharePoint Saturday Calgary – 23 APR 2016 Highlights    
  • 36. 38 | SharePoint Saturday Calgary – 23 APR 2016 Methodology      
  • 38. TIME TO SAY GOODBYE
  • 39. 41 | SharePoint Saturday Calgary – 23 APR 2016 Conclusion     
  • 40. 42 | SharePoint Saturday Calgary – 23 APR 2016
  • 42. 44 | SharePoint Saturday Calgary – 23 APR 2016 Sponsors CalSPOUG
  • 43.
  • 44. SAVE 40% on print books with code MSUSERGROUP SAVE 50% on eBooks with code MSUGEBOOK *Codes can not be combined with another offer or eBook Deal of the Week feature titles. Visit microsoftpressstore.com today!

Notes de l'éditeur

  1. That among 3D printing, holographic vision, IOT and a few other stuffs
  2. No it’s a bar chart
  3. Graph = connected objects by links (generic), graph theory is the study of graph, graph abstract data type implementing graph theory
  4. Made for forms data but not really for connected data. That’s why we have to denormalize it which is a huge waste of resources. Other paradigms, Hierachical, NoSQL Document/search, Cubes and Graphs Hierarchical dbs ex : active directory, MMS… or old navigation databases from the 70’s
  5. And because it’s trendy Facebook is doing it LinkedIn too (connecting people) Amazon too (IMDB) Google (google knowledge)
  6. Delve is a MS graph client, board, profile explain all that quickly
  7. https://msdn.microsoft.com/en-us/office/office365/howto/develop-office-graph
  8. https://msdn.microsoft.com/office/office365/HowTo/query-Office-graph-using-gql-with-search-rest-api Cheat code https://outlook.office365.com/api/BETA
  9. Show the endpoints + resulting json These ones use actors, edges and file types nodes, only 2 endpoints available right now (+/me + /users)
  10. No we don’t have AI robots yet. Yes that’d be awesome. Other last 15 years we’ve made lot of progress in robots, androïd, learning machine, semantic/photo analysis, expert systems… ML is only a small part of what we consider being « artificial thinking »
  11. Post card systems (80’s), bank fraud detection patterns, insurances, loans….
  12. Operated by microsoft https://en.wikipedia.org/wiki/Expert_system
  13. Explain workspaces, experiences, training or not, algo, API…