MLOps Tools Part 1: TensorFlow Transform vs. BigQuery for Data Transformation

Author: Amandeep Singh, Machine Learning Engineer Deploying a Machine Learning model in production can be challenging. So challenging, in fact, that 87% of data science projects don’t even make it to production. Problems that teams face include a lack of collaboration across teams; a lack of standardisation of processes; and a lack of visibility across
1st December 2020
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