Remove Data Ingestion Remove ETL Remove ML Engineer
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How Rocket Companies modernized their data science solution on AWS

AWS Machine Learning Blog

Rockets legacy data science architecture is shown in the following diagram. The diagram depicts the flow; the key components are detailed below: Data Ingestion: Data is ingested into the system using Attunity data ingestion in Spark SQL.

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How to Build Machine Learning Systems With a Feature Store

The MLOps Blog

We’ll see how this architecture applies to different classes of ML systems, discuss MLOps and testing aspects, and look at some example implementations. Understanding machine learning pipelines Machine learning (ML) pipelines are a key component of ML systems. But what is an ML pipeline?