Parallelising Python on Spark: Options for concurrency with Pandas

Parallelising Python on Spark: Options for Concurrency with Pandas

Leverage the benefits of Spark when working with Pandas

In my previous role, I spent some time working on an internal project to predict future disk storage space usage for our Managed Services customers across thousands of disks. Each disk is subject to its own usage patterns and this means we need a separate machine learning model for each disk which takes historical data to …

databricks machine learning parallel-computing python spark