ODSC - Open Data Science

JANUARY 24, 2023

Recently, we spoke with Josh Tobin, CEO & Founder of Gantry, about the concept of continual learning and how allowing models to learn & evolve with a continuous flow of data while retaining previously-learned knowledge can allow models to adapt and scale. What is continual learning?

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Viso.ai

APRIL 4, 2024

Two of the most important concepts underlying this area of study are concept drift vs data drift. In most cases, this necessitates updating the model to account for this “model drift” to preserve accuracy. Find out how Viso Suite can automate your team’s projects by booking a demo.

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Towards AI

NOVEMBER 4, 2024

Sweenor As artificial intelligence (AI) becomes ubiquitous, it’s reshaping decision-making in ways that go far beyond the scope of traditional business automation. In this blog, we’ll unpack the differences between data and AI governance, examining the new factors leaders must consider when designing their AI governance programs.

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Unite.AI

JULY 25, 2023

An AI feedback loop is an iterative process where an AI model's decisions and outputs are continuously collected and used to enhance or retrain the same model, resulting in continuous learning, development, and model improvement. This is known as catastrophic forgetting.

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DataRobot Blog

FEBRUARY 9, 2022

Traceability requirements require the creation of records that show who called out what data, when, and why. Solution: MLOps provides version control, automated documentation, and lineage tracking for all production models. Deliver Continuous Learning. Challenge 5: Auditability and Governanc e Requirements.

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DataRobot Blog

MARCH 31, 2022

And sensory gating causes our brains to filter out information that isn’t novel, resulting in a failure to notice gradual data drift or slow deterioration in system accuracy. Continuous Learning. Continuous learning is an exciting new product feature, available with version 8.0 of DataRobot.

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