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On this course, you’ll learn to use Spark to work with massive knowledge and construct machine studying fashions at scale, together with learn how to wrangle and mannequin huge datasets with PySpark, the Python library for interacting with Spark. Within the first lesson, you’ll study massive knowledge and the way Spark matches into the large knowledge ecosystem. In lesson two, you may be working towards processing and cleansing datasets to get snug with Spark’s SQL and dataframe APIs. Within the third lesson, you’ll debug and optimize your Spark code when working on a cluster. In lesson 4, you’ll use Spark’s Machine Studying Library to coach machine studying fashions at scale.

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