Completion Certificate for Parse & Normalize Data for ML Pipelines

February 17, 2026

4 hours (approximately)

PAVAN KUMAR GOGULA's account is verified. Coursera certifies their successful completion of Parse & Normalize Data for ML Pipelines

What you will learn

Create efficient CSV parsers using Java libraries with object mapping, error handling, and streaming for 100K+ records.
Build data cleaning pipelines with multiple scaling algorithms, outlier handling, and serializable parameters for train-inference consistency.
Architect modular pipelines using builder patterns that chain operations with monitoring and ML framework integration for large-scale data.