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4rd edition
September 13-14, 2018
Valencian Summer School in Machine Learning
BigML, Inc 2
European
Machine Learning Platform
BigML & A1 Digital
Stefanie Pichler
Solution Manager, A1 Digital
BigML, Inc VSSML18: European Machine Learning Platform 3
Internet Of Things
…an industry specific network of diverse Things
sensing & analyzing data
Internet of Things
Asset tracking
Corporate car sharing
Industrial Automation &
Remote Maintenance
Connected productsSmart Metering & Energy
efficiency
Fleet Management
BigML, Inc VSSML18: European Machine Learning Platform 4
IoT Data
…is distributed and so will be the underlying analytical models
BigML, Inc VSSML18: European Machine Learning Platform 4
IoT Data
…is distributed and so will be the underlying analytical models
1.2M Customers
A1 Digital IoT Platform Dashboard
Support, QA
Marketing, BIEdge device
Sales
Notifications
Application
Backend
Device
Management
Connectivity
End customer
EDGE PLATFORM ENTERPRISE
Manufacturing
BigML, Inc VSSML18: European Machine Learning Platform 4
IoT Data
…is distributed and so will be the underlying analytical models
1.2M Customers
A1 Digital IoT Platform Dashboard
Support, QA
Marketing, BIEdge device
Sales
Notifications
Application
Backend
Device
Management
Connectivity
End customer
EDGE PLATFORM ENTERPRISE
Manufacturing
ML analytical models
BigML, Inc VSSML18: European Machine Learning Platform 5
Our beliefs and core assumptions
•ML will be driven by Radical Simplification of AI
Tools and Platforms
•ML will be integrated in data related routines
•Will fulfill strong demand for Data Centric
Applications in every enterprise
! We need to focus on democratization of ML
…SOMEONE WILL FIGURE OUT
HOW TO MAKE MACHINE
LEARNING AS DEMOCRATIC AS
SPREADSHEETS DID FOR MATRIX
MATHEMATICS…
BOB WILLIAMSON
BigML, Inc VSSML18: European Machine Learning Platform 6
Perfect symbioses
European Data Analytics Platform
•Digital Transformation Services
•IoT solutions provider
•Owner of
- European Cloud Provider
(highly performant, secure, flexible)
•Team of ML experts
•State-of-the-arte ML platform (auto-
scalable, auto-deployable)
•ML for everyone
•Open API
BigML, Inc VSSML18: European Machine Learning Platform 7
European Data Analytics Platform
Cloud based in
Europe
Platform as a service
Customized Analytical
Applications
Predictive
Maintenance
Resource OptimizationUtilization Forecasting Event & Alarm
prediction
powered by
Machine Learning
Platform
Compute
Object
Storage
GPU
Servers
VSSML18. European Machine Learning Platform

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VSSML18. European Machine Learning Platform

  • 1. 4rd edition September 13-14, 2018 Valencian Summer School in Machine Learning
  • 2. BigML, Inc 2 European Machine Learning Platform BigML & A1 Digital Stefanie Pichler Solution Manager, A1 Digital
  • 3. BigML, Inc VSSML18: European Machine Learning Platform 3 Internet Of Things …an industry specific network of diverse Things sensing & analyzing data Internet of Things Asset tracking Corporate car sharing Industrial Automation & Remote Maintenance Connected productsSmart Metering & Energy efficiency Fleet Management
  • 4. BigML, Inc VSSML18: European Machine Learning Platform 4 IoT Data …is distributed and so will be the underlying analytical models
  • 5. BigML, Inc VSSML18: European Machine Learning Platform 4 IoT Data …is distributed and so will be the underlying analytical models 1.2M Customers A1 Digital IoT Platform Dashboard Support, QA Marketing, BIEdge device Sales Notifications Application Backend Device Management Connectivity End customer EDGE PLATFORM ENTERPRISE Manufacturing
  • 6. BigML, Inc VSSML18: European Machine Learning Platform 4 IoT Data …is distributed and so will be the underlying analytical models 1.2M Customers A1 Digital IoT Platform Dashboard Support, QA Marketing, BIEdge device Sales Notifications Application Backend Device Management Connectivity End customer EDGE PLATFORM ENTERPRISE Manufacturing ML analytical models
  • 7. BigML, Inc VSSML18: European Machine Learning Platform 5 Our beliefs and core assumptions •ML will be driven by Radical Simplification of AI Tools and Platforms •ML will be integrated in data related routines •Will fulfill strong demand for Data Centric Applications in every enterprise ! We need to focus on democratization of ML …SOMEONE WILL FIGURE OUT HOW TO MAKE MACHINE LEARNING AS DEMOCRATIC AS SPREADSHEETS DID FOR MATRIX MATHEMATICS… BOB WILLIAMSON
  • 8. BigML, Inc VSSML18: European Machine Learning Platform 6 Perfect symbioses European Data Analytics Platform •Digital Transformation Services •IoT solutions provider •Owner of - European Cloud Provider (highly performant, secure, flexible) •Team of ML experts •State-of-the-arte ML platform (auto- scalable, auto-deployable) •ML for everyone •Open API
  • 9. BigML, Inc VSSML18: European Machine Learning Platform 7 European Data Analytics Platform Cloud based in Europe Platform as a service Customized Analytical Applications Predictive Maintenance Resource OptimizationUtilization Forecasting Event & Alarm prediction powered by Machine Learning Platform Compute Object Storage GPU Servers