end_to_end_deep_learning_liveproject active repo for end to end deep learning liveproject for Manning related to Manning book Deep Learning with Structured Data https://www.manning.com/books/deep-learning-with-structured-data the code in this repo cleans up the Airbnb NYC dataset, explores the data, creates and trains a DL model, and deploys the model Directory structure data - processed datasets and pickle files for intermediate datasets models - saved trained models notebooks - code help - versions of code with only comments and function signatures pipelines - pickled pipeline files To exercise the code Copy Airbnb NYC dataset to data directory in cloned repo Run data_cleanup.ipynb notebook with appropriate config settings Run model_training.ipynb notebook on output of data_cleanup notebook with appropriate config settings Run flask_server.py module with appropriate config settings Background Airbnb NYC dataset main repo for Deep Learning with Structured Data