(OP's coworker) We actually published a guide on data lakes/lakehouses last month! https://airbyte.com/blog/data-lake-lakehouse-guide-powered-b...

covering:

- What’s a Data Lake and Why Do You Need One?

- What’s the Differences between a Data Lake, Data Warehouse, and Data Lakehouse

- Components of a Data Lake

- Data Lake Trends in the Market

- How to Turn Your Data Lake into a Lakehouse