Luigi Patruno

Data Scientist

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ML in Production - Deployment Series
A multi-part blog series on deploying machine learning models in an automated, reproducible, and auditable manner.
production guide article tutorial
You Trained a Machine Learning Model, Now What?
Three often overlooked parts of this process occur after the model is actually built: model evaluation, deployment, and monitoring.
production deployment monitoring video
Maximizing Business Impact with Machine Learning
How to effectively leverage machine learning to build intelligent products as efficiently as possible.
production product-management metrics model-validation

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