Efficient data manipulation is essential in large-scale data processing. In this course, Transform Data Using the Pandas API in Apache Spark, you'll learn how to leverage the Pandas API for powerful data transformation in Spark. First, you’ll cover essential techniques like filtering, grouping, and merging. Next, you'll optimize workflows with Arrow. Finally, you'll dive into rolling and expanding window functions. When you’re finished with this course, you’ll have a better understanding of how to integrate the Pandas API with Apache Spark to handle complex data manipulation tasks with improved performance and efficiency.
Overview
Efficient data manipulation is essential in large-scale data processing. In this course, Transform Data Using the Pandas API in Apache Spark, you'll learn how to leverage the Pandas API for powerful data transformation in Spark. First, you’ll cover essential techniques like filtering, grouping, and merging. Next, you'll optimize workflows with Arrow. Finally, you'll dive into rolling and expanding window functions. When you’re finished with this course, you’ll have a better understanding of how to integrate the Pandas API with Apache Spark to handle complex data manipulation tasks with improved performance and efficiency.
Syllabus
- Transform Data Using the Pandas API in Apache Spark 12mins
Taught by
Bismark Adomako
