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Classroom Contents
Managing ML Models at Scale - Intuit’s ML Platform
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- 1 Intro
- 2 ML driven experiences
- 3 "Hidden Debt" of ML
- 4 How can ML Practitioners focus on their craft?
- 5 Principles of Intuit ML Platform
- 6 Generic Model Lifecycle
- 7 Technologies in use
- 8 Feature Store
- 9 Feature Processing
- 10 Model Training
- 11 Automate the simple things
- 12 With great speed, comes cost
- 13 Cost transparency
- 14 What can go wrong?
- 15 Security
- 16 Compliance
- 17 Learnings
