DataRobot Blog

JULY 5, 2022

Enabling spatial data in the modeling workflow resulted in a 7.14% RMSLE Cross Validation improvement from the baseline and a $12,000 increase in prediction price compared to the true price, roughly $9,000 lower than the baseline model. White Paper. Leveraging Geospatial Data and Analysis with AI. Real Estate.

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DataRobot Blog

JULY 22, 2022

Aimed at citizen data scientists, these tools are expected to dramatically increase the number of models that organizations put into future production and need to continuously monitor. White Paper. If the developers are no longer with the company, reverse engineering will be necessary to understand what they did and why.

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Towards AI

JUNE 5, 2023

In May 2021, Khalid Salama, Jarek Kazmierczak, and Donna Schut from Google published a white paper titled “Practitioners Guide to MLOps”. The white paper goes into great depth on the concept of MLOps, its lifecycle, capabilities, and practices. Source: Image by the author.

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Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Team Building the right data science team is complex. Download the free, unabridged version here.

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Snorkel AI

APRIL 25, 2023

But we’re looking for interested parties who actually want to take part in this, not only in just competing in the space, but actually defining new data-centric AI benchmarks like the ones that I hinted at. Registration is now open for The Future of Data-Centric AI 2023. Learn more, live!

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Snorkel AI

APRIL 25, 2023

But we’re looking for interested parties who actually want to take part in this, not only in just competing in the space, but actually defining new data-centric AI benchmarks like the ones that I hinted at. Registration is now open for The Future of Data-Centric AI 2023. Learn more, live!

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DataRobot Blog

JUNE 24, 2022

The DataRobot platform is suitable for all user personas—from advanced data scientists and data analysts to business leaders and cross-functional teams—empowering everyone to solve all types of business problems and challenges by democratizing AI. White Paper. Leveraging Geospatial Data and Analysis with AI.

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