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This article reviews some of the most popular machine learning tools, such as the open-source library Hermione and the Python framework Hydra. Hermione helps data scientists set up better-ordered scripts and Hydra makes it easier to create complicated apps. Additionally, Koalas project integrates the pandas DataFrame API on Apache Spark to increase data scientists’ productivity.