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Data Engineering for Machine Learning: Tips and Tricks Data engineering is a critical component of any machine learning system. It involves collecting, organizing, and preparing the data for a machine learning model so that it can be used effectively. In this blog post, we’ll provide an introduction to data engineering for machine learning and share tips and tricks that can help you make the most of your data engineering efforts.