Apache Spark 3 for Data Engineering and Analytics with Python - Challenge Part 2 - Remove Null Row and Bad Records

Apache Spark 3 for Data Engineering and Analytics with Python - Challenge Part 2 - Remove Null Row and Bad Records

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Interactive Video

Information Technology (IT), Architecture, Social Studies

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Hard

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The video tutorial guides viewers through the process of cleaning a sales data frame by removing null values, identifying and eliminating bad records, and ensuring data integrity. It begins with an overview of the tasks, followed by setting up headings for data preparation. The tutorial then demonstrates how to remove null values and use the describe function to identify anomalies. Finally, it covers removing duplicate records and performing final checks to confirm the data is clean.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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