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AutoML in R & Python using H2O, Fri, Feb 17, 2023, 7:00 PM

PyLadies and R-Ladies are hosting another event together! We will dive into the logic of AutoML (automatic machine learning) and learn from Erin how we can use the H2O framework in both Python and R 🚀

✨AutoML in R & Python using H2O ✨
The focus of this presentation is scalable and automatic machine learning using the H2O machine learning platform in R and Python. H2O is an open source, distributed machine learning platform is designed to scale to very large datasets that may not fit into RAM on a single machine. We will provide a brief overview of the field of Automatic Machine Learning, followed by a detailed look inside H2O’s AutoML algorithm. H2O AutoML provides an easy-to-use interface which automates data pre-processing, training and tuning a large selection of candidate models (including multiple stacked ensemble models for superior model performance), and due to the distributed nature of the H2O platform, H2O AutoML can scale to very large datasets. The result of the AutoML run is a “leaderboard” of H2O models which can be explained using the H2O Explainability interface and easily exported for use in production.

If you’re up for joining us, RSVP here. We will share all access details for our virtual event beforehand.

To stay up-to-date with our future events, make sure to also follow us on Twitter (@PyLadiesParis, @RLadies_Cologne, and @RLadiesParis) 👩‍💻

We’re very much looking forward to seeing many of you! ☺️


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