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Building a Media Understanding Platform for ML Innovations

Netflix Tech

Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. In summary, this model was a tightly-coupled application-to-data architecture, where machine learning algos were mixed with the backend and UI/UX software code stack.

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CloudBank’s Journey from Mainframe to Streaming with Confluent Cloud

Confluent

This architecture is functional but has lots of drawbacks. Secondly, this architecture is very costly. At first, that was not a problem since the scenarios that made up their MVP (Minimum Viable Product) didn’t require any data consistency to be in place—they were essentially report based.

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