PAPIs Europe 2018 has ended
PAPIs is the 1st series of international conferences dedicated to real-world ML applications, techniques and tools. After 7 previous events on 4 different continents, PAPIs is returning to Europe on 4-6 April 2018. Join us at the Canary Wharf Tower in London!

  • Training Workshops — 4 April, UCL School of Management (Level 38)
  • Industry and Startups — 5 April, Level 39
  • Industry and Research — 6 April, Level 39

More information about the conference at papis.io/europe-2018
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Friday, April 6 • 13:30 - 14:15
[Workshop] Beyond the API: Advanced ML workflows using DSLs

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Predictive APIs provide most of the building blocks to create non-trivial workflows in order to solve real-world problems.  But although they simplify a great deal of the complexity associated with writing ML solutions, workflows based on client-side API scripting lose part of the benefits associated with SaaS solutions (notably, parallelism, re-usability and transparent error handling).  In this workshop we will discuss how to deal with these problems and solve them using a server-side DSL by showing how to implement the well-known Stacked Generalization algorithm using both the BigML Python API and BigML's domain specific language for ML workflows, WhizzML.

avatar for Jose Antonio Ortega Ruiz

Jose Antonio Ortega Ruiz

CTO, BigML Inc
Jao is part of the founding team of BigML, a startup that applies Machine Learning and other AI techniques to make them accessible to non-specialists. He was hacking for Oblong from 2008 to early 2011. Before that, he worked for Google (from July 2007). From June 2005 to May 2007... Read More →

Friday April 6, 2018 13:30 - 14:15 BST
Level38 NE Theatre Level38, One Canada Square, London