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252 learners

Performing SQL Operations with PySpark

Master the blend of SQL with PySpark to run complex queries and joins. Utilize User Defined Functions to enhance functionality, empowering you to extract meaningful insights from your data analysis workflow with ease and precision.

Python

Spark

See path

4 lessons

16 practices

2 hours

SQL and NoSQL Data Querying

Lessons and practices

Lesson 1: Getting Started with PySpark SQL

Query Data with SQL and PySpark

Modify Temporary View and Query

Fix PySpark SQL Query Execution

Fetch Data with PySpark SQL

Lesson 2: Understanding Operations and Execution Plans

Fill in the Missing Method

Switching Data Formats in PySpark

Switching Queries for New Insights

Completing the PySpark SQL Script

Lesson 3: Exploring SQL Joins Through PySpark

Complete Your SQL Join Query

Fix Errors in SQL Join Code

Exploring Left Joins in PySpark

Write the SQL Join with PySpark

Lesson 4: Utilizing User Defined Functions in SQL with PySpark

Apply UDF Integration in SQL

Fix the SQL UDF Bug

Implementing Dynamic UDF in PySpark

Master UDFs in PySpark

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