Cleaning Data with PySpark
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Learn how to clean data with Apache Spark in Python.
Course Description
Working with data is tricky – working with millions or even billions of rows is worse.
What You’ll Learn
DataFrame details
A review of DataFrame fundamentals and the importance of data cleaning.
Improving Performance
Improve data cleaning tasks by increasing performance or reducing resource requirements.
Manipulating DataFrames in the real world
A look at various techniques to modify the contents of DataFrames in Spark.
Complex processing and data pipelines
Learn how to process complex real-world data using Spark and the basics of pipelines.
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