Completed
[] Our data has value
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Classroom Contents
Driving ML Data Quality with Data Contracts
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- 1 [] Musical introduction to Andrew Jones
- 2 [] Andrew's background
- 3 [] Driving ML Data Quality with Data Contracts
- 4 [] GoCardless
- 5 [] The Key ML Models at GoCardless
- 6 [] Data is critical to a model's performance
- 7 [] The data platform at GoCardless in 2021
- 8 [] Ultimately, we believe that data is of poor quality
- 9 [] There must be a better way...
- 10 [] What is good quality data
- 11 [] An API for data?
- 12 [] Introducing data contracts
- 13 [] What is data contract?
- 14 [] An example data contract
- 15 [] Isolated GCP projects
- 16 [] It's not really about the implementation...
- 17 [] Align on the problem
- 18 [] Work out how best to solve it for us
- 19 [] Change the data culture
- 20 [] Our data has value
