This data pipeline architecture diagram illustrates the flow of data from source systems, such as operational databases and social media APIs, through ingestion and processing layers, to the final analytics stage. Utilizing AWS services like Glue, Lambda, and Snowflake for data transformation, this diagram offers a clear overview of data processing and storage, facilitating insights via tools like MS PowerBI and SageMaker. Suitable for designing efficient, scalable, cloud-based data solutions.