Nuhil Mehdy

Polyglot Programmer, White Hat Hacker, AI Enthusiast by Choice!

How to choose right algorithm or model for my machine learning task

I’ve been curating a list of popular machine learning algorithms, models or estimators in a single table as a handy cheat sheet. Each of them has attached reference links for quick look up. So far, my resources are Microsoft Azure ML, Scikit-learn, Tensorflow, and Wikipedia. I will be adding more variants of these algorithms and models with specific reference frequently. Moreover, I will add pros and cons of each one of them based on accuracy, complexity, interpretability etc.

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