BDWAI London Conference 2022

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Tech talk: Deploying and Managing ML Models at Scale

03 Mar 2022
BIG DATA & AI WORLD Keynote
Data Privacy & Data Security

This presentation will cover what organisations need to understand and have in place in order to deploy ML models at scale while minimising risk. Tom Farrand will discuss the common challenges faced by organisations when scaling ML model deployment and how to overcome them. He will discuss different use cases at different stages of ML maturity, as organisations move into deploying explainers and monitoring alongside their models.

 

Tom will then walk through the creation, deployment, monitoring and management of a ML model using a real life use case and covering a range of practical tasks including training models on pre-processed datasets, deploying model artefacts with Seldon Deploy and using explainers and outlier detection to gain insight into model decisioning.

Partners

Media Partner

  • AIgents
  • Electronic Specifier
  • Startups Magazine
  • Cloud Industry Forum
  • Computer Weekly

 

Media Partner

  • WeAreTechWomen
  • DataFloq
  • AI TIME JOURNAL

 

Media Partner

  • IOT Now
  • Digital Agency Network
  • DAN Institute
  • Trusted Computing Group

 

Media Partner

  • The EE
  • CIOInsights
  • Packt

 

Media Partner

  • CIO Applications Europe
  • Opinno

 

Media Partner

  • CIOReview
  • Sustainability Magazine

 

Media Partner

  • Top Business Tech
  • TechUK
  • EM360

 

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