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The Notions behind “Model-Based” and “Instance-Based” Learning in AI & ML

Written by @sanjaykn170396 | Published on 2022/12/15

TL;DR
A prelude article elucidating the fundamental principles and differences between “Model-based” & “Instagram-based “learning” learning in the branches of Artificial Intelligence & Machine learning. There are 2 different approaches used by algorithms to learn about the data- ‘Generalization’ and ‘Memorisation’ The learning pattern followed for mathematics is called “Generalisation” and “Memorization” are two different types of learning approaches.

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Written by
@sanjaykn170396
Data scientist | ML Engineer | Statistician

Topics and
tags
artificial-intelligence|machine-learning|datascience|statistics|data-analysis|ml|ai|hackernoon-top-story|hackernoon-es|hackernoon-hi|hackernoon-zh|hackernoon-vi|hackernoon-fr|hackernoon-pt|hackernoon-ja
This story on HackerNoon has a decentralized backup on Sia.
Transaction ID: ITO3w7QRdG1XEn2Xj_3JnVEmpxpuazbmn60YnSr3N8Y