How to make data in AI systems more accurate, reliable and valuable
Machine learning, predictive analytics can enable business strategy, flexibility
By Luca Collina and Mostafa Sayyadi
Machine learning (ML) and predictive
analytics (PA) can provide invaluable
assistance for forecasting trends and
informing decision-making through use
of data. Considering the business strategy
agility as a quick response to market dynamics, this
article presents solutions to enhance data quality and
management, model interpretation ability and availability
using explainable artificial intelligence (AI), with cloud
computing and distributed systems that can address
scaling problems.
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