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Topic: Deep Learning with Structured Data
Abstract: A walkthrough, with code examples, of how to create and deploy a simple deep learning model trained on structured data. See how to clean up a real-world structured, tabular dataset, use it to train a deep learning model, and then do a simple web deployment of the model.
Speaker: Mark Ryan is a data science manager at Intact Insurance. His areas of interest include the intersection of deep learning and relational database, as well as chatbots. He is the author of the upcoming Manning Publications book Deep Learning with Structured Data (https://www.manning.com/books/deep-learning-with-structured-data)