Feast is a Simple, Open Source Feature Store that Every Data Scientist Should Know About
The project was initially created by Google and transportation startup GoJek.
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Feature extraction and storage is one of the most important and often overlooked aspects of machine learning solutions. Features play a key role helping machine learning models to process and understand datasets for training and production. If you are building a single machine learning model, feature extraction seems like a very basic thing to do but that picture gets really complicated as your team scales. Picture a large organization with dozens of data science teams cranking up machine learning models. Each team needs to process different…
