Cleaning Data with PySpark

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Level

Beginner

Access

Paid

Certificate

Paid

Learn how to clean data with Apache Spark in Python.

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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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    Cleaning Data with PySpark
    Cleaning Data with PySpark
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