Linear regression is perhaps one of the most well known and well understood algorithms in statistics and machine learning. In this post you will discover the linear regression algorithm, how it works and how you can best use it in on your machine learning... (more…)

New research out of the University of Chicago illustrates the conflict that has arisen in the past ten years between the SEO benefits of long-form content, and the difficulty that machine learning systems have in gleaning essential data from it. In develo... (more…)

Striking acceptable training times for GPU accelerated machine learning on very large datasets has long-since been a challenge, in part because there are l... (more…)

Once you’ve built a machine learning classifier, the next step is to validate it and see how well it fits the data. This short post will list the common metrics we can use to evaluate a classifier.… (more…)

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