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Classroom Contents
First Principles in Building a Real-Time AI Platform
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- 1 Intro
- 2 Overview
- 3 About me
- 4 Why real-time?
- 5 Why first principles?
- 6 An Example for Operationalizing ML
- 7 1st First principle
- 8 Don't forget ITBD and Skills
- 9 Early Pioneers building Feature Stores
- 10 Door Dash ML Architecture
- 11 Spotify ML Architecture
- 12 One platform, any real-time data, anywhere
- 13 Redis Enterprise Architecture
- 14 Applying first principles to Al/ML for Redis
- 15 Understanding ML Lifecycle
- 16 Recommended Reads
- 17 Thank you!
