AI and machine learning: How much data is enough? paid DellTech with intel
For most organizations, volume isn't the problem. Large enterprises typically have more data than they really need, says Ray O'Farrell, executive vice president and CTO of VMware.believe AI is a key enabler of their organization's future success. Four out of five of those organizations have AI programs in place or are currently piloting them; 74 percent have 10 or more separate initiatives underway.
"Questions I hear quite often from our customers are, 'Do we have the right types of data to fuel our AI programs' and, 'How do we value it?'" says O'Farrell."Organizations know there's value in the data they've collected, but they don't always know how to quantify that value or how to extract it." To be safe, many organizations seem to default to keeping all data in case they might one day need it, O'Farrell says. But the more data organizations keep, the more resources they must expend to store and secure it. The larger that data trove becomes, the more tempting a target it is for external attackers. And when that data is controlled by multiple siloed units within a company, the potential for compliance issues and data breaches grows significantly.
Not only do disparate groups end up managing data using different policies, they may be storing it in different places – on premise, in the cloud, or at the edge. Enterprise data is also likely to be mirrored, replicated, or backed up in multiple places, notes O'Farrell. Under the EU's General Data Protection Regulation , an organization's customers have some rights to ask that their information be “forgotten”. The sheer number of places where that data might reside makes fulfilling such a request enormously complicated.
Brasil Últimas Notícias, Brasil Manchetes
Similar News:Você também pode ler notícias semelhantes a esta que coletamos de outras fontes de notícias.
Explainable AI—A Critical Prerequisite For AI Adoption And SuccessTransparency is everything when it comes to public approval of AI initiatives. Users, says one tech insider, need a taste of AI’s “secret sauce.” But how to get machine learning and deep learning models to account for how they reach their decisions?
Consulte Mais informação »
The Risks Of Dirty Data And AIA mirror that reflects society’s biases back at us, AI is only as good as the data used to train it. Luckily, there are ways for technologists to avoid skewed data sets and move closer to an AI that generates only ethical consequences.
Consulte Mais informação »
Artist Ai Weiwei takes aim at state violence in Mexico with LegosChinese artist Ai Weiwei unveiled a new installation in Mexico that tells the st...
Consulte Mais informação »
AI And The Surprisingly Bright Future Of Human WorkTechnology has always defined and transformed the way we work. Find out how AI influences the future of human work paid Vanguard_Group
Consulte Mais informação »
This company uses AI to flag racist and sexist comments from potential hiresCNN News, delivered. Select from our newsletters below and enter your email to subscribe.
Consulte Mais informação »
How AI powers AmazonAI is fundamental to how Amazon operates. Our tech correspondent halhod explains the high-powered machine learning that drives the company’s success, in this week's 'Babbage'
Consulte Mais informação »
AI Healthcare Startup Aidoc Raises $27 MillionForbes 30 Under 30-founded medical imaging startup Aidoc announces a $27 million raise, to bring their total funding to $40 million.
Consulte Mais informação »
Preparing Your Workforce For The AI RevolutionArtificial intelligence (AI) represents great promise for achieving the vision of an intelligent enterprise—from predicting customer behavior to managing large-scale production systems.
Consulte Mais informação »
AI Robot paints its own moonscapes in traditional Chinese styleA Hong Kong artist has created an artificial intelligence (AI) robot which creat...
Consulte Mais informação »
Why Microsoft's rumored AI earbuds will struggleMicrosoft is planning to make its entrance into the smart earbud market this year, according to Thurrott.com.
Consulte Mais informação »