Read and summarize ML in prod booking.com
Read: https://booking.ai/https-booking-ai-machine-learning-production-3ee8fe943c70
My summary:
https://psvishnu.substack.com/p/summary-bookingcoms-rs-the-machine
🛐 One of the Core ideas of booking.com: "Diversity gives us strength".
RS, the Machine Learning Productionization System
🥕Requirements
1. Consistency
2. High availability
3. Low latency
4. Scalability
5. Observability
6. Reusability
👨👨👦👦 The fantastic four approach
▴ Lookup tables:
▴ Generalized Linear Models (GLMs)
▴ Native libraries
▴ Scripted models
My summary:
https://psvishnu.substack.com/p/summary-bookingcoms-rs-the-machine
🛐 One of the Core ideas of booking.com: "Diversity gives us strength".
RS, the Machine Learning Productionization System
🥕Requirements
1. Consistency
2. High availability
3. Low latency
4. Scalability
5. Observability
6. Reusability
👨👨👦👦 The fantastic four approach
▴ Lookup tables:
▴ Generalized Linear Models (GLMs)
▴ Native libraries
▴ Scripted models
qwertyboss
Author
Where should I post such summaries? Can anyone suggest me a good platform?
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