Machine Learning Algorithms Cheat Sheet

A quick reference guide to 5 common algorithms

Rebecca Vickery
Towards Data Science
8 min readNov 9, 2022

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Photo by Caleb Jones on Unsplash

The “no free lunch” theorem for machine learning states that there is no single machine learning algorithm that can solve all types of machine learning problems.

Machine learning tasks can vary widely and the choice of algorithm will depend on things such as the size, dimensionality and…

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