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Why AI, machine learning is driving data lakes to data hubs

The data lake was a critical concept for companies looking to put information in one place and then tap it for business intelligence, analytics and big data. But the promise never quite played out. Enter the data hub concept, which is starting to become a rallying point for technology vendors as enterprises realize they have to connect to more than their own data to enable their algorithms. Pure Storage last month outlined its data hub architecture in a bid to ditch data silos and enable more artificial learning, machine learning and cloud applications. On Oct. 9, MarkLogic, an enterprise NoSQL database provider, launched its Data Hub Service to offer better curated data for Internet of things, AI and machine learning workloads.