Optimize a Data Transformation Pipeline

[Kaniz]

Task: You have a large dataset, and you need to perform complex data transformations efficiently using Databricks. Your goal is to optimize the pipeline for maximum performance.

Requirements:

• Read the dataset from an S3 bucket.
• Apply data transformations to clean and prepare the data.
• Optimize the transformations for speed and resource efficiency.
• Write the transformed data back to a different location in S3.