The brilliant beginner’s guide to model deployment

The brilliant beginner’s guide to model deployment

This article first appeared in Heartbeat by Fritz You built this amazing machine learning model—this one, let’s say—but now what? How do you take your model and turn it into something that you can display on the web? How do you turn it into something that other people...
Simple linear regression in four lines of code

Simple linear regression in four lines of code

A clear and comprehensive blueprint for absolutely anyone who wants to build a simple machine learning model (This article first appeared in Towards Data Science) Even you can build a machine learning model. Seriously! Good data alone doesn’t always tell the whole...
How to build an image classifier with greater than 97% accuracy

How to build an image classifier with greater than 97% accuracy

(This article first appeared in Free Code Camp) Image classifiers are amazing. How do you teach a computer to look at an image and correctly identify it as a flower? How do you teach a computer to see an image of a flower and then tell you exactly what species of...

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