Pipeline Model Ingestion

Machine Learning pipelines transform data before training or inference. It's important not to confuse this type of pipeline with

MLOps

Machine Learniong Operations

Tightly managed engineering processes and activities focused on graduating ML models from development and testing into production, followed by continuous monitoring and improvement.

pipelines that automate machine learning workflows.

The following ML pipeline models are supported by TruEra:

• Pipelines providing splits and models with a transform
• sklearn Pipeline Models

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