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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
Season 2
Episode 37
Published 3 years, 11 months ago
Description
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