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. An example of how data drift may occur is in the context of changing mobile usage patterns over time.

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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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Towards AI

NOVEMBER 4, 2024

Yet scaling such AI use cases requires governance frameworks that do more than just manage data — effective AI governance frameworks encompass systems that continuously learn, adapt, and operate with minimal human intervention. What makes AI governance different from data governance?

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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

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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DataRobot Blog

FEBRUARY 9, 2022

Most organizations find that the best MLOps solution is an external system that provides a single environment for continuous integration and deployment of AI projects. . Deliver Continuous Learning. But when the marketplace shifts — and your data along with it — what processes can you put in place to adapt quickly?

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Unite.AI

JUNE 13, 2023

One thing that I'm particularly excited about is this notion of continual learning. What future applications using this continual learning are you most excited about? I think that it's unavoidable that we need to learn continually.

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