Data Engineering for Machine Learning

Topics Covered

• This module covers scalable data engineering techniques for machine learning projects. Participants will build data lakes, streaming pipelines, and large-scale processing solutions using AWS analytics services.

Topics Covered

• Data Lakes
• AWS Lake Formation
• Amazon Redshift
• Amazon Kinesis
• Amazon EMR
• Data Warehousing
• Batch Processing
• Streaming Analytics
• ETL Best Practices