The first step in any analytics or machine learning project is preparing the data to ensure quality results. AWS Glue, a serverless data integration service, streamlines data preparation, making it quicker, more cost-effective, and easier. It allows connecting to more than 70 different data sources, organize the data in a centralized data catalog, and visually design, execute, and monitor ETL pipelines to load data into the data lake.