云端大数据分析与深度学习在认知服务业的应用-gridsecproject.pdf

云端大数据分析与深度 学习在认知服务业 的应用 Cloud Big-Data Analytics and Deep Learning for Cognitive Service Applications Kai Hwang (黄铠), University of Southern California q Today, we are observing a fusion trend in various high technologies: Big Data Science, Artificial Intelligence, Clouds, IoT, Social Media, Smart Devices, Robotics, and Cognitive Computing q This talk assesses recent progress at Google, IBM, CAS/ICT, etc. for building AI machines, smart robots, brain-like computers, speech and image understanding systems, AR/VR, delivery drones, self-driving cars, etc. q The ultimate goal is to empower clouds, robots, and IoT systems with machine intelligence, which can achieve automated decision making and amend human inefficiency in exploring big data opportunities. Courtesy of Prof. Ben Wah, 2013 1 1 2 Data Mining and Machine learning Decision Tree K-means Clustering Apriori Algorithm Bayesian