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Analysts often use libraries, tools in the Python ecosystem to analyze data on their personal computer. They like these tools because they are efficient, intuitive, and widely trusted. However when they choose to apply their analyses to larger datasets they find that these tools were not designed to scale beyond a single machine. In this course we will introduce how Alibaba Cloud scales Python based on its offline data processing engine,taking advantage of the unlimited computing resource on cloud.