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Introduction to AI Inferencing on Microsoft Azure

Paige Bailey, Senior Cloud Developer Advocate, Microsoft You’ve sourced data for your predictive model; trained it, tested it, optimized it – and you finally have an accuracy that you are satisfied with. Now what? How can you package up that model and deploy it to production? In this one hour workshop, we will walk through three different methods for seamless inferencing on Microsoft Azure: • Azure Cognitive Services: a wide variety of pre-trained models from Microsoft Research that can be leveraged with simple REST API calls: everything from image identification and captioning to natural language processing. • Azure Machine Learning Model Management: everything you need to efficiently deploy and manage your machine learning as web services. • Azure Inferencing Service: take your image recognition to the next level by leveraging the incredible speed of classification with FPGAs on ResNet50. No matter what your machine learning experience level, by the end of this workshop you will have the capability to infuse artificial intelligence into your production software applications.