From ML Algorithms to ML Systems
I will present 10 lessons that we’ve learned from building battle-tested machine learning systems at Microsoft.
Dr. Kenneth Tran – Microsoft Research (USA)
Kenneth Tran is a Principal Research Engineer in the Deep Learning Group, Microsoft Research. His research expertise and experience includes Deep Learning, Reinforcement Learning, Optimization, and Distributed Computing. At Microsoft, he led the research and development for strategic AI projects such as Deep Reinforcement Learning for real-world control problems, Project FarmBeats: AI & IoT for Agriculture, and Computer Vision API for Cognitive Services. In addition, Kenneth is also the chief mentor of Microsoft AI School’s advanced projects class. Kenneth received his Ph.D. in Computational & Applied Mathematics from The University of Texas at Austin.