Originally published at: Evaluating Data Lakes and Data Warehouses as Machine Learning Data Repositories | NVIDIA Technical Blog
Data lakes can ingest a wide range of data types for big data and AI repositories. Data warehouses use structured data, mainly from business applications, with a focus on data transformation.