Intermediate · Fundamentals
Dynamic model
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. A model that is continually retrained or updated to adapt to new data and changing patterns.
Technical Definition
A model that is continually retrained or updated to adapt to new data and changing patterns.
How it works
A dynamic model, also known as an online model, is designed to learn and adapt continuously. Unlike static models that are trained once and remain fixed, dynamic models are periodically or constantly retrained with new incoming data. This allows them to maintain relevance and accuracy in environments where data distributions or underlying patterns evolve over time.