How you build your product's data lake depends on: data types, the expertise of your team, the budget, and more. Here's the standard approach to build a data lake for either structured or unstructured product data.
Clean, transform and re-organize your user data from a data lake into a structure that will be queried by a non-engineering team to find product insights.