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
Back To Schedule
Friday, April 6 • 13:30 - 14:00
Unsupervised learning for energy infrastructure inventory

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Feedback form is now closed.
This is a "Data from the trenches" story about optimizing infrastructure inventory in the energy sector by automatically flagging unnecessary field visits. We will explain how to turn an unsupervised problem with messy data into a successful project used on the field. We will discuss challenges we met along the way: working with business experts to create a training set from disparate structured and unstructured data sources; and how to implement unsupervised algorithms in a scalable way. Finally, we will show that messy data can be turned from a hindrance into an opportunity for data scientists.

avatar for Alexandre Combessie

Alexandre Combessie

Data Scientist, Dataiku
As a Data Scientist at Dataiku, I design and deploy data projects with Machine Learning (but not only), from prototype to production. Prior to that, I helped build the Data Science team of Capgemini Consulting in France. I started my career as an economist, so I also like interpretable... Read More →

Friday April 6, 2018 13:30 - 14:00 BST
Level39 - Sandbox 2 Level39, One Canada Square, London