A presentation of the cloud architecture used to store, transform, and analyze data for the MSBA Financial Group using Amazon Web Services. This architecture uses S3 as a data lake, Glue for ETL, Redshift as a data warehouse, and SageMaker Canvas for Machine Learning to predict companies that may go bankrupt based on the available financial data.