BDWAI London Conference 2022

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Tech talk: Deploying and Managing ML Models at Scale

03 Mar 2022
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.

Tom Farrand, Head of Solutions Engineering - Seldon

2022 Sponsors

Platinum Sponsor

  • Neo4j
  • Mongo DB
  • Seldon


Gold Sponsor

  • Softserve
  • Domo
  • WhereScape
  • Treasure Data
  • H2O
  • Snowplow Analytics


Silver Sponsor

  • Altair
  • Influx Data
  • Trifacta


Theatre Sponsor

  • FiveTran
  • Pyramid Analytics
  • Starburst


2022 Partners

Media Partner

  • AIgents
  • Computer Weekly
  • Cloud Industry Forum
  • Computer Weekly


Media Partner

  • WeAreTechWomen
  • DataFloq


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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