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SAP Leonardo ML Foundation

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Presentation from SAP Inside Track Frankfurt 2018

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SAP Leonardo ML Foundation

  1. 1. SAP Inside Track Frankfurt, Frankfurt-Rödelheim, 10th March 2018 Fabian Lehmann SAP LEONARDO ML FOUNDATION 1
  2. 2. 2 ABOUT ME - Architect/Consultant with a technical focus - SAP Cloud Platform, Integration, API´s, IoT, ML, Open Source - Innovation - SAP Community - and damn ...... NO ABAP
  3. 3. 3 SAP LEONARDO DIGITAL INNOVATIONS SYSTEM Source: SAP SE Design Thinking Services SAP Leonardo Technologies SAP Cloud Platform Multi-Cloud Infrastructure Internet of Things Big Data Data Intelligence Blockchain Analytics Machine Learning SAP Data Center Microservices | Open APIs | Flexible Runtimes | Integration Machine Learning
  4. 4. 4 SAP LEONARDO MACHINE LEARNING FOUNDATION Source: SAP SE Applications Ready to use Functional services • Natural language processing • Image and video • Tabular and time series • Speech and audio Business services Ready to integrate Lifecycle management Ready to train SAP Leonardo Machine Learning Foundation
  5. 5. 5 SAP LEONARDO MACHINE LEARNING FOUNDATION CORE CAPABILITIES - DESCRIPTION OF FEATURES Source: SAP SE
  6. 6. 6 SAP LEONARDO MACHINE LEARNING FOUNDATION ARCHITECTURE Source: SAP SE Client Application SAP Leonardo ML Foundation APIs Use Case Business Logic (Training and Inference) Tenant Onboarding Model Repository Big Data Storage TensorFlow Serving Model Containers TensorFlow Training Containers Other Containers (R, Scikit) SCP Cloud Foundry Container Service (Kubernetes / Docker) R R Application Tier Compute Tier Persistance Tier
  7. 7. 7 SOME REMARKS - ONBOARDING ! - DOCUMENTATION – SAP HELP ! - OSS TICKET RESPONSE ! - ROADMAP !
  8. 8. Thanks! Contact Information: Fabian Lehmann @fablehmann https://people.sap.com/f.lehmann https://www.linkedin.com/in/lehmannfabian/

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