This notebook focuses on predicting individual medical costs using regression models — specifically, gradient boosting. The key highlight of this project is the development of a gradient boosting ...

Implement again from first principles the gradient-boosting tree classification algorithm (with the usual fit-predict interface as in Project 1) as described in Sections 10.9-10.10 of Elements of ...

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Let’s face it, we’re surrounded by tech. From the moment we wake up to the second we fall asleep, there’s a gadget nearby helping us out. But not all tech is created equal. Some gadgets are just cool ...