Deep Learning with Structured and Unstructured Data with FastAI - Part 2: Structured Data Model
Introduction This is my second post in a series of six exploring deep learning with structured and unstructured data with the FastAI library. Be sure to check out my post on data preparation. In this post, I’m going to describe my efforts in building a deep learning model that only uses structured data. Much of the material here, including code and ideas, are taken on FastAI’s notebook on tabular data with the Rossmann Store Sales Kaggle dataset and the paper titled Entity Embeddings of Categorical Variables by Cheng Guo and Felix Berkhahn.
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