Continuous Learning, Data Drift and Deep Learning

Concept Drift vs Data Drift: How AI Can Beat the Change

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.

Data Drift

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Josh Tobin of Gantry on Continual Learning Benefits and Challenges

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?

Continuous Learning

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Artificial Intelligence Zone

Concept Drift vs Data Drift: How AI Can Beat the Change

Josh Tobin of Gantry on Continual Learning Benefits and Challenges

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