The Technology Behind Data Products

Technology for deploying scalable machine learning-based products otherwise known as data products.

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Data Products are the scalable, reproducible outcomes of a data science workflow. Deploying data products takes different technology than deploying traditional software products, as data products are founded both on code and data. Versioning, integrating, delivering, and deploying products based on a constantly changing foundation like data requires that you have a way to version data sets, training artifacts, and collect user feedback data in order to automatically trigger machine learning updates in a fully adaptive environment.

Organizations need these tools and processes in order to deliver the value data science teams create to end-users. Join us for a detailed description of how to implement data products and realize ROI from your data science teams.

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Services & capabilities

Project Details

Technologies

January 22, 2020

The Technology Behind Data Products

Technology for deploying scalable machine learning-based products otherwise known as data products.

Tags:

Machine Learning

Data Products are the scalable, reproducible outcomes of a data science workflow. Deploying data products takes different technology than deploying traditional software products, as data products are founded both on code and data. Versioning, integrating, delivering, and deploying products based on a constantly changing foundation like data requires that you have a way to version data sets, training artifacts, and collect user feedback data in order to automatically trigger machine learning updates in a fully adaptive environment.

Organizations need these tools and processes in order to deliver the value data science teams create to end-users. Join us for a detailed description of how to implement data products and realize ROI from your data science teams.

User Audience

Services

Project Details

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The Technology Behind Data Products