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