Feature Stores aren't about storage
Simba breaks down the different types of feature store architectures, focusing on virtual architecture and its role in the MLOps stack.
Simba breaks down the different types of feature store architectures, focusing on virtual architecture and its role in the MLOps stack.
There are many different feature store architectures that are wildly different. They have different use cases, fit in different parts of the stack, and solve different problems. At Featureform, we've pioneered the 'Virtual' Feature Store Architecture. This talk aims to break down the different types of feature store architectures, with a specific focus on the virtual architecture and how it fits into a wider MLOps stack.
