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Is it possible to get involved without any kind of EE background?

The biggest issues IoT companies have is what to do with all the data. Without someone finding value in the data you'll be unable to justify the costs.

Data Science & Data Engineering don't require an EE background

Err, yes, totally. EE definitely not required.

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