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Accelerating ML Training And Delivery With In-Database Machine Learning

Accelerating ML Training And Delivery With In-Database Machine Learning

FromData Engineering Podcast


Accelerating ML Training And Delivery With In-Database Machine Learning

FromData Engineering Podcast

ratings:
Length:
66 minutes
Released:
Jun 15, 2021
Format:
Podcast episode

Description

When you build a machine learning model, the first step is always to load your data. Typically this means downloading files from object storage, or querying a database. To speed up the process, why not build the model inside the database so that you don't have to move the information? In this episode Paige Roberts explains the benefits of pushing the machine learning processing into the database layer and the approach that Vertica has taken for their implementation. If you are looking for a way to speed up your experimentation, or an easy way to apply AutoML then this conversation is for you.
Released:
Jun 15, 2021
Format:
Podcast episode

Titles in the series (100)

Weekly deep dives on data management with the engineers and entrepreneurs who are shaping the industry