原创 AI to Become Mainstream in 2021-人工智能将在2021年成为主流

AI to Become Mainstream in 2021

人工智能将在2021年成为主流

By Mike Vizard, Posted December 31, 2020

As AI model deployment increases, IT teams will eventually take over AI lifecycle management from data scientists. 

随着AI模型部署的增加，IT团队最终将从数据科学家手中接管AI生命周期管理。

SHARE          

One of the major downstream impacts for better or worse of the COVID-19 pandemic is the rate at which artificial intelligence (AI) technologies are being adopted within the enterprise. This dramatic  increase is thanks mainly to the acceleration of digital business transformation initiatives.

A recent survey of 403 business leaders involved in machine learning initiatives at companies with $100M or more in revenue published by Algorithmia, a provider of a platform for managing the deployment of AI models, finds the percentage of organizations that have more than five use cases involving machine learning (ML) algorithms and other forms of AI has increased 74% from a similar survey conducted a year ago.

最近的一项调查的403名商界领袖参与机器学习计划在100美元或更多的公司收入由Algorithmia出版,提供一个管理平台的部署人工智能模型,发现组织的比例超过五用例涉及机器学习(ML)算法和其他形式的AI增加了从一年前的一项类似调查的74%。

The survey also reveals 83% of organizations have increased their AI/ML budgets, with the average number of data scientists being employed increasing 76% year over year.

调查还显示，83%的组织增加了AI/ML预算，数据科学家的平均雇佣人数同比增长76%。

The use cases involving AI/ML technologies have apparently also become more sophisticated. The survey finds that 64% of all organizations take a month or longer to deploy a model. More than a third of respondents (38%) said their data scientists are spending more than half of their time on model deployment versus training those models.

涉及AI/ML技术的用例显然也变得更加复杂。调查发现，64%的组织需要一个月或更长时间来部署一个模型。超过三分之一(38%)的受访者表示，他们的数据科学家将超过一半的时间花在模型部署上，而不是模型训练。

英文来源：https://www.itbusinessedge.com/blogs/it-unmasked/ai-to-become-mainstream-in-2021.html