0


设计大规模人工智能为日常生活提供动力

Designing AI at Scale to Power Everyday Life
课程网址: http://videolectures.net/kdd2017_parekh_designing_ai/  
主讲教师: Rajesh Parekh
开课单位: Facebook
开课时间: 2017-10-09
课程语种: 英语
中文简介:
如今,人们在Facebook上的大部分体验和互动都是通过人工智能实现的。超过10亿人在Facebook上享受独特、个性化的体验,这些体验由丰富的人工智能和机器学习算法提供支持。人工智能是一个快速发展的领域:整个公司的工程师和研究人员正在将最新的研究突破转化为工具、平台和基础设施,使Facebook的任何人都可以在他们构建的体验和产品中使用人工智能。本次演讲将介绍Facebook如何开展和应用行业领先的研究,以帮助推动计算机视觉、语言理解、语音和视频等人工智能学科的进步。我们还将讨论如何构建一个基础设施,让Facebook的任何人都可以使用它轻松地在不同的产品中重用算法,扩展以同时运行数千个自定义实验,并给出公司员工如何利用这些平台构建新的人工智能产品和服务的具体例子。
课程简介: The majority of the experiences and interactions people have on Facebook today are made possible with AI. Well over 1 billion people enjoy unique, personalized experiences on Facebook that are powered by a wealth of AI and machine learning algorithms. AI is an incredibly fast-moving field: engineers and researchers across the company are turning the latest research breakthroughs into tools, platforms, and infrastructure that make it possible for anyone at Facebook to use AI in the experiences and products they build. This talk will look at how Facebook is conducting and applying industry-leading research to help drive advancements in AI disciplines like computer vision, language understanding, speech and video. We will also talk about building an infrastructure that anyone at Facebook can use to easily reuse algorithms in different products, scale to run thousands of simultaneous custom experiments, and give concrete examples of how employees across the company are able to leverage these platforms to build new AI products and services.
关 键 词: 人工智能; 机器学习; 算法支持; 生活动力
课程来源: 视频讲座网
数据采集: 2023-03-26:chenxin01
最后编审: 2023-05-22:chenxin01
阅读次数: 26