人工智能和机器学习技术为我们从大量数据中获取知识提供了巨大机会。借助云计算和人工智能,我们可以搜索、分析大规模数据,并从中挖掘信息。从数据中找到有意义的信息是最大的挑战之一。
本次演讲将分享如何借助人工智能和机器学习构建智能化云解决方案,涉及内容包括从架构基础设施到使用TypeScript和React构建UI。届时会演示如何开发一款支持文本、文档和图片搜索的Web应用。
最后,演讲将介绍构建解决方案时所用的Azure Search和Cognitive Services的内部构件。
Artificial Intelligence and Machine Learning gives us tremendous opportunity to gain knowledge from massive amounts of data. With the power of Cloud and AI you can search, analyze and learn from your data at scale. One of the biggest challenges is ability to find meaningful information across your data.
In this talk you will learn what you need to know in order to build intelligent Cloud solutions with power of Artificial Intelligence and Machine Learning. From architecting cloud infrastructure to building UI with TypeScript and React. I will show you how to build a web app that can search through not only text, but also documents and images.
I will also give you insights in the internals of Azure Search and Cognitive Services that enable to build such solutions.