Apache Spark 3 for Data Engineering and Analytics with Python - Spark Transformations and Actions Part 1

Apache Spark 3 for Data Engineering and Analytics with Python - Spark Transformations and Actions Part 1

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial covers creating a Spark session, loading data into a DataFrame, and understanding the structure and schema of DataFrames. It demonstrates selecting specific columns, restarting the Spark session, and performing data aggregation by grouping and counting order IDs by region and country. The tutorial concludes with ordering results in descending order to identify regions with the highest sales.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you select specific columns from a DataFrame?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps are involved in grouping data by region and country?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How do you order the results of a DataFrame in descending order?

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