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Predictive Analytics using Amazon Web Services
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Event Type
Paper
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Paper
Machine Learning/Artificial Intelligence
ML/AI Applications
Gold Talk
TimeTuesday, July 3012pm - 12:30pm
LocationGold Coast
DescriptionThis presentation will provide an overview of AWS, advanced services such as Machine Learning, Data Analytics, and HPC for research. It will give a brief outline of studies that use predictive analytics including fully managed Artificial Intelligence (AI) services to help researchers build, train and deploy ML models in various domains including Computer Vision and Natural Language Processing (NLP). Supervised and unsupervised based learning frameworks and its implications in the fields of Scientific Computing, Medical Imaging, Cancer detection, Diabetic Retinopathy, and Voice-enabled solutions to improve management of chronic disease will be discussed. Collaborations on research with funding agencies such as the National Science Foundation and National Institutes of Health (including NIH STRIDES), as well as AWS Research Credit program will also be highlighted.