的情报

Joseph Sirosh
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引用次数: 0

摘要

几个令人兴奋的趋势正在推动智能云的诞生。现在,世界上绝大多数数据都是存储在云中的连接数据。世界上大多数新软件现在都是连接软件,也驻留在云中或使用云中。新的基于云的机器学习即服务平台有助于将数据转换为智能,并为连接的软件应用程序构建云托管的智能api。人脸分析、计算机视觉、文本分析、语音识别以及更传统的分析(如客户流失预测、推荐、异常检测、预测和聚类)现在都可以作为云api使用,而且更多的api正在快速创建。面向众包智能api的云托管市场已经启动。在这次演讲中,我将回顾这些趋势对数据科学的未来意味着什么,并展示您可以使用云平台构建的革命性应用程序的示例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clouded Intelligence
Several exciting trends are driving the birth of the intelligent cloud. The vast majority of world's data is now connected data resident in the cloud. The majority of world's new software is now connected software, also resident in or using the cloud. New cloud based Machine Learning as a Service platforms help transform data into intelligence and build cloud-hosted intelligent APIs for connected software applications. Face analysis, computer vision, text analysis, speech recognition, and more traditional analytics such as churn prediction, recommendations, anomaly detection, forecasting, and clustering are all available now as cloud APIs, and far more are being created at a rapid pace. Cloud hosted marketplaces for crowdsourcing intelligent APIs have been launched. In this talk I will review what these trends mean for the future of data science and show examples of revolutionary applications that you can build using cloud platforms.
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