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Saturday, October 20 • 11:30am - 12:00pm
Introducing Keras- Pandas, an Open Source Package That Allows Users to Rapidly Build and Iterate on Deep Learning Models

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Introducing keras-pandas, an open source package that allows users to rapidly build and iterate on deep learning models.


Deep learning provides amazing opportunities to build highly predictive models. However, historically this modeling has required deep domain experience, and keeping up with a massive body of literature. Further, applying these approaches to tabular data has been a highly-specialized field.


My recently open sourced package, keras-pandas, allows users to rapidly prototype and deploy models by providing state-of-the art defaults and heuristics, based on the techniques used in Fortune 100 companies and by kaggle grandmasters.


During this talk, we'll dive into keras-pandas's design, have a look at a case study, and discuss real-world approaches for handling numerical, categorical, text, and timestamp data with deep learning.

Speakers
avatar for Brendan Herger

Brendan Herger

Senior Data Scientist, Metis Data Science
Brendan Herger enjoys bridging the gap between data science and engineering, to build and deploy data products.Brendan brings a unique combination of machine learning, deep learning, and software engineering skills. In his previous work at Capital One and startups, he has built authorization... Read More →


Saturday October 20, 2018 11:30am - 12:00pm
Ballroom # 408A