Turbo-Charging Data Science with AutoML

Presented by

Josh Poduska, Chief Data Scientist, Domino Data Lab

About this talk

Although there are an increasing number of commercial AutoML products, the open-source ecosystem has been innovating here as well. In the early days of the AutoML movement, the focus was on those looking to leverage the power of ML models without a background in data science - citizen data scientists. Today, however, AutoML tools have a lot to offer experts too. In this webinar, we will dive into popular open source AutoML tools such as auto-sklearn, TPOT, MLBox, and AutoKeras. We will also walk through hands-on examples of how to install and use these tools, and highlight special features of each while providing Jupyter notebooks so you can start using these technologies in your work right away. Those who wish to follow along interactively during the webinar and download the notebooks and slides can do so by signing into Domino’s trial version at https://dominodatalab.com/try. Instructions on accessing the materials in Domino trial will be given during the webinar.

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