Briefly describing some scalability challenges facing machine learning in big and small companies. Introducing content/data lake architectures and their impact on scalability. Presenting principals for building lakes.
- Why it is critical for any modern company big and especially small to build Content/Data lake like architectures?
- Principals for creating a content lake
- How to remove humans from the process and let machines do the work