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SAP Predictive Analytics (Nico van der Hoeven)

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sitNL update on SAP predictive analytics / machine learning

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SAP Predictive Analytics (Nico van der Hoeven)

  1. 1. Predictive Analytics / ML - within the SAP Landscape TechED 2017 Barcelona Update
  2. 2. § Introduction § Recap 2016 SitNL Predictive Analytics § TechED 2017 in general, 3 key words / sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 2 | Agenda
  3. 3. § Introduction § Recap 2016 SitNL Predictive Analytics § TechED 2017 in general, 3 key words / sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 3 | Agenda
  4. 4. Friday, December 1, 2017© McCoy & Partners B.V. | 4 | Introduction Nico van der Hoeven ( Roel van Bommel ) https://mccoy-partners.com/
  5. 5. § Introduction § Recap 2016 SitNL - Predictive Analytics § TechED 2017 in general, 3 key words / sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 5 | Agenda
  6. 6. Friday, December 1, 2017© McCoy & Partners B.V. | 6 | Methodology for SAP TechED’16 ANP101 (Open SAP Training)
  7. 7. SAP BI Predictive Architecture TechED’16 ANP101
  8. 8. § Introduction § Recap 2016 SitNL - Predictive Analytics § TechED 2017 in general, 3 key words / sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 8 | Agenda
  9. 9. Friday, December 1, 2017© McCoy & Partners B.V. | 9 | 3 Key words/sentences for TechED 2017 The ‘Intelligent Enterprise’ Integration & Alignment The ‘Citizen Data Scientist’
  10. 10. Friday, December 1, 2017© McCoy & Partners B.V. | 10 | TechED 2017 in general – Predictive / ML What is Machine Learning? “...Computers learning from data without being explicitely told to do so”
  11. 11. Friday, December 1, 2017© McCoy & Partners B.V. | 11 | TechED 2017 in general – way forward Movement via integration and alligntment of processes
  12. 12. § Introduction § Recap 2016 SitNL - Predictive Analytics § TechED 2017 in general, 3 key words / sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 12 | Agenda
  13. 13. Friday, December 1, 2017© McCoy & Partners B.V. | 13 | Cloud for Analytics ANA115
  14. 14. § Introduction § Recap 2016 SitNL - Predictive Analytics § TechED 2017 in general, 3 key words/ sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 14 | Agenda
  15. 15. Friday, December 1, 2017© McCoy & Partners B.V. | 15 | S/4HANA S4H217 “Our vision: Enable companies to transform business models, reengineer business processes, and reimagine work”
  16. 16. Friday, December 1, 2017© McCoy & Partners B.V. | 16 | S/4HANA S4H217
  17. 17. Friday, December 1, 2017© McCoy & Partners B.V. | 17 | S/4HANA S4H217
  18. 18. Friday, December 1, 2017© McCoy & Partners B.V. | 18 | HANA Native HDB620 & HBD701 & HBD862
  19. 19. Friday, December 1, 2017© McCoy & Partners B.V. | 19 | HANA Native HDB620 & HBD701 & HBD862 More dynamic statements possible and parallelization of steps
  20. 20. Friday, December 1, 2017© McCoy & Partners B.V. | 20 | HANA Native § With regards to R-script integration: • additional effort (> SPS03) will be put into minimizing amounts and the negative effects of pushing / gathering data via the R-Server, as there are no enhancements (besides community input) on the R-script side possible per se HDB620 & HBD701 & HBD862
  21. 21. § Introduction § Recap 2016 SitNL - Predictive Analytics § TechED 2017 in general, 3 key words/ sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 21 | Agenda
  22. 22. Friday, December 1, 2017© McCoy & Partners B.V. | 22 | SAP Leonardo – ML Foundation HBD831 ...Bring data to Machine Learning
  23. 23. Friday, December 1, 2017© McCoy & Partners B.V. | 23 | SAP Leonardo – ML Foundation CPL278 & CPL279 Quite some possibilities (existing API’s, or own TensorFlow / R / CLI (Command Line Interface) models.... But as was stated in the Key Note (hoping it to be a joke); ‘brining your own model has an intuitive user interface’...:
  24. 24. Friday, December 1, 2017© McCoy & Partners B.V. | 24 | SAP Leonardo – ML Foundation HBD831 Business Services
  25. 25. Friday, December 1, 2017© McCoy & Partners B.V. | 25 | SAP Leonardo – ML Foundation HBD831 Business Services
  26. 26. Friday, December 1, 2017© McCoy & Partners B.V. | 26 | SAP Leonardo – ML Foundation HBD831 Functional Services
  27. 27. Friday, December 1, 2017© McCoy & Partners B.V. | 27 | SAP Leonardo – ML Foundation CPL139 Hands-on: CPL278
  28. 28. Friday, December 1, 2017© McCoy & Partners B.V. | 28 | SAP Leonardo – ML Foundation CPL139 Zvarovski case study: CPL139
  29. 29. Friday, December 1, 2017© McCoy & Partners B.V. | 29 | SAP Leonardo – ML Foundation ANA111
  30. 30. § Introduction § Recap 2016 SitNL - Predictive Analytics § TechED 2017 in general, 3 key words/ sentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 30 | Agenda
  31. 31. Friday, December 1, 2017© McCoy & Partners B.V. | 31 | SAP BO Predictive Analytics Version 3.3 released during the Barcelona TechED week, below is still ‘vision’-only though ANA164 & ANA820
  32. 32. Friday, December 1, 2017© McCoy & Partners B.V. | 32 | SAP BO Predictive Analytics § In releases 3.2 / 3.3 • New user interface for Predictive Factory • More end-to-end statistics and deployment ANA164 & ANA820
  33. 33. Friday, December 1, 2017© McCoy & Partners B.V. | 33 | SAP BO Predictive Analytics ANA164 & ANA820
  34. 34. Friday, December 1, 2017© McCoy & Partners B.V. | 34 | SAP BO Predictive Analytics ANA266 Bringing it all together...
  35. 35. Friday, December 1, 2017© McCoy & Partners B.V. | 35 | SAP BO Predictive Analytics ANA266 Bringing it all together... SAP BW HANA SAP HANA Connect Predictive Factory / Modeler CV Actuals DBT ForecastOODS OODS CP
  36. 36. Friday, December 1, 2017© McCoy & Partners B.V. | 36 | SAP BO Predictive Analytics ANA266 Bringing it all together... SAP BW HANA SAP HANA Connect Predictive Factory / Modeler CV Actuals UD Function OODS OODS CP Scripted
  37. 37. Friday, December 1, 2017© McCoy & Partners B.V. | 37 | SAP BO Predictive Analytics ANA266 Bringing it all together...
  38. 38. § Introduction § Recap 2016 SitNL Predictive Analytics § TechED 2017 in general, 3 key words / scentences § Predictive Analytics at the 2017 TechED (Barcelona) - SAP BO Cloud for Analytics - SAP HANA (S/4HANA, HANA Native, …) - SAP Leonardo – Machine Learning Foundation - SAP BO Predictive Analytics (… BW4HANA) § Conclusions Friday, December 1, 2017© McCoy & Partners B.V. | 38 | Agenda
  39. 39. Friday, December 1, 2017© McCoy & Partners B.V. | 39 | Conclusion HBD265 ...with regards to Predictive Analytics / ML, TechED 2017 focus on: Going from a system landscape characterized by separation to a landscape with the dynamic possibilities to more easily integrate (best-of-class / often used) solutions and enable automated / end-to-end processes
  40. 40. Friday, December 1, 2017© McCoy & Partners B.V. | 40 |

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