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S2 | Ep 37 | Productionising Machine Learning is Difficult: Trials and Tribulations from the Field with Sean Robertson, Consulting Partner for Mesh-AI

Author
Orbition Group
Published
Tue 14 Jun 2022
Episode Link
https://driven-by-data-the-podcast.captivate.fm/episode/s2-ep-37-productionising-machine-learning-is-difficult-trials-and-tribulations-from-the-field-with-sean-robertson-consulting-partner-for-mesh-ai

In Episode 37 of Season 2, on Driven By Data,  Kyle Winterbottom is joined by Consulting Partner for Mesh-AI, Sean Robertson, where they discuss the difficulties of Productionising Machine Learning, which includes:

  • The Mesh-AI story
  • Reasons why so many organisations struggle to get ML into production
  • Discussion around whether sector matters
  • Specifics that need to be considered with regards to Data Management
  • The non-technical components that must be respected
  • Identifying when an organisation is ready for ML
  • Differences in what companies are doing or not doing, which determines their success
  • An idea to what ML looks like over the next 3-5 years

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