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PostgresML extension enables in-database machine learning training and prediction

By PulseAugur Editorial · Summary by gemini-2.5-flash-lite from 1 source

Montana Low and Lev Kokotov have developed PostgresML, an extension for the Postgres database that enables users to train and deploy machine learning models directly within the database using SQL. This innovation allows for online predictions without needing to move data out of the database, streamlining the machine learning workflow. The discussion highlights the practical applications and benefits of integrating ML capabilities into existing database systems. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

RANK_REASON Launch of a database extension that integrates ML capabilities.

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PostgresML extension enables in-database machine learning training and prediction

COVERAGE [1]

  1. Practical AI TIER_1 · Practical AI LLC ·

    Machine learning in your database

    <p>While scaling up machine learning at Instacart, Montana Low and Lev Kokotov discovered just how much you can do with the Postgres database. They are building on that work with PostgresML, an extension to the database that lets you train and deploy models to make online predict…

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