DataRobot Blog

JULY 22, 2022

Automated machine learning (AutoML) tools make building hundreds of models almost as easy as building only one. 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.

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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. Automation✓ The system must emphasize automation.✓

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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. Automation Automating data pipelines and models ➡️ 6. Download the free, unabridged version here.

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DataRobot Blog

JUNE 24, 2022

Traditional analytical approaches and data sources hamper the decision-making process to draw clear assumptions on market trends and develop robust and comprehensive business cases. Now, let’s take a closer look at what an end-to-end, data-driven approach to forecast real estate market changes with DataRobot’s AI Cloud platform looks like.

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