人工智能介绍及其应用 - 华南理工大学 - 汉语桥—“创新:中国粤港澳大湾区”线上团组交流项目 - 汉语桥团组在线体验平台

Chinese Bridge –“Innovation: China’s Greater Bay Area”Online Program

汉语桥—“创新:中国粤港澳大湾区”线上团组交流项目

Introduction to Artificial Intelligence and its Applications

人工智能介绍及其应用

Course Syllabus 课程章节

1

This course introduces what is Artificial Intelligence(AI) and shows examples of how AI affects our lives everywhere all the time. AI started from 1956, coined by American computer scientist John McCarthy. AI from the start embraced the idea of duplicating human faculties, self-improvement and language use. Recent years a revolution in both the content and the methodology of work in AI have happened. This course contains the latest technologies in AI, and offers new or expanded coverage of multiagent systems, robotics, deep learning algorithm and AI in cyberspace. Deep learning means artificial neural network with a deep structure. Cyberspace provides a platform for big data, such as sensors, mobile devices, IoT and various social media. Despite of its huge volume, instant sharing is more importance. How to combine algorithm by AI to handle huge data by cyberspace is an ongoing trend of development. Several examples of applying AI in cyberspace are introduced including intelligence recommender system, online advertising and various image/video related applications like image synthesis, segmentation, image generation, style transfer, etc.

本课程介绍什么是人工智能 (AI) 并举例展示了AI如何无时不在地影响我们的生活。人工智能始于 1956 年,由美国计算机科学家约翰麦卡锡创造。人工智能从一开始就起源于模仿人类能力、如何自我提升和使用语言的思想理念。近年来,人工智能的关注内容和方法都发生了革命性的变化。本课程包含人工智能的最新技术,并介绍多智能体系统、机器人、深度学习算法以及网络空间中的人工智能等。深度学习是指具有深层结构的人工神经网络。网络空间为大数据提供了平台,例如传感器、移动设备、物联网和各种社交媒体。尽管数据量非常庞大,但即时通讯共享更为重要。如何利用人工智能中的算法来处理网络空间的海量数据是一个持续的发展趋势。介绍了在网络空间中应用人工智能的几个例子,包括智能推荐系统、在线广告以及各种图像/视频相关应用,如图像合成、分割、图像生成、风格迁移等。

General Courses 通用课程