With Apple rumored to be launching its first AR/VR headset soon — and with the metaverse looming — there’s no doubt that the 2037 digital customer experiences will be very different from those of today.

Numerous indicators make clear that the next five years will usher in extreme transformation for a multitude of industries and the global economy at large. This begs the question: What is driving such significant and rapid change? And, the answer is out there: alternative data.

Facilities and engineering personnel design and model based on the needs of active electronics, but who is working to assure that the active components are the right choice?

Courses in the certificate program will cover topics, such as robustness, reliability, security, privacy, fairness, accountability, transparency, and ethics in AI systems.