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New Video: Online Passive-Aggressive Algorithms

I have a new video:

In this video, I cover the series of classification algorithms with the best possible name: online passive-aggressive algorithms.

I remember, when reading up on this, being incredulous that the idea even worked. But it turns out that it’s actually pretty good in practice, especially on constrained hardware. Still, this is definitely an algorithm you’d want to test in comparison to others before jumping right in, as there’s a risk you can end up with terrible results.