Inquiry Response: Preparing IoT Data For Advanced Analytics

Inquiry:

We’re in the process of gathering our IoT data into an enterprise data lake to facilitate our advanced analytics efforts. Our main challenges are dealing with proprietary file formats and getting the data ready for the data science team. What would you suggest?

Response:

THE BIG IDEAS:

  • Initial suggestions
  • Reusable data pipelining
  • Master data management

INITIAL SUGGESTIONS

There’s no getting around the labor-intensive work of transitioning from proprietary file formats into formats that data scientists can easily use.<

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