Lakes: How to Increase Quantity and Quality of Your Models - Omar Marzouk, SoundTrack Your Brand

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.

Key Takeaways

  • 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

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