XGBoost from Scratch

May 6, 2022 | Matt Bowers

A weathered tree reaches toward the sea at Playa Mal País Well, dear reader, it’s that time again, time for us to do a seemingly unnecessary scratch build of a popular algorithm that most people would simply import from the library without a ...
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Level up your programming skills

May 1, 2022 | Mark Edney

How do you become a better programmer? Well, there is strong scientific evidence for the support of the principle of deliberate practice. Deliberate practice is a method of skill development first written by Anders Ericsson in the book “Peak: Se...
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Principal Component Analysis with Python VIDEO

April 21, 2022 | Dr. Darrin

Principal component analysis is a tool for reducing the number of variables in a dataset without losing too much information. This is a great way to summarize information or to simplify things for a more complex analysis. The video provides a simple example of how to do this.
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