(videolecture08)=

# Videolecture 8. Vowpal Wabbit: Learning with Gigabytes of Data

1\. We cover Stochastic Gradient Descent and its applications to classification and regression. Also, we implement SGDRegressor.

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2\. An overview of Vowpal Wabbit, a library that allows blazingly fast learning.

<p align="center"><iframe width="560" height="315" style='' src="https://www.youtube.com/embed/gyCjancgR9U" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></p>