Scientific and technological advancements in deep learning, a category of algorithms within the larger framework of machine learning, provide new opportunities for development of state-of-the art protection technologies. Deep learning methods are impressively outperforming traditional methods on such tasks as ... continue reading

Congratulations to the PyTorch community on the release of PyTorch 1.2! Last fall, as part of our dedication to open source AI, we made PyTorch one of the primary, fully supported training frameworks on Azure. PyTorch is supported across many ... continue reading

A leader in geosciences, CGG has been imaging the earth’s subsurface for more than 85 years. Their products and solutions help clients locate natural resources. When a customer asked whether the cloud could speed the creation of the high-resolution reservoir ... continue reading

This blog post was co-authored by Parashar Shah, Senior Program Manager, Applied AI Developer COGS. When data scientists work on building a machine learning model, their experimentation often produces lots of metadata: metrics of models you tested, actual model files, ... continue reading

In the last episode of Tuesdays with Corey, We showed you what it was like to use the portal to provision and manage their virtualized desktop. In this episode - we're focusing on the client experience. Corey Sanders, Corporate VP ... continue reading

IoT is transforming every business on the planet, and that transformation is accelerating. Companies are harnessing billions of IoT devices to help them find valuable insights into critical parts of their business that were previously not connected—how customers are using ... continue reading

First published on TECHNET on Nov 23, 2015 This is the third post in a four part series. My previous two blog posts talked about Discrete Device Assignment ( link ) and the machines and devices necessary ( link ) ... continue reading

First published on TECHNET on Nov 19, 2015 With Windows Server 2016, we're introducing a new feature, called Discrete Device Assignment, in Hyper-V.  Users can now take some of the PCI Express devices in their systems and pass them through ... continue reading

First published on TECHNET on Nov 20, 2015 In my last post , I talked about a new feature of Windows Server 2016, Discrete Device Assignment. This post will discuss the machines and devices necessary for making this feature work ... continue reading

First published on TECHNET on Oct 01, 2013 A frequent question from our customers is on whether there are standard “best practices” when deploying Hyper-V Replica (or any Windows Server role for that matter). These questions come in many avatars ... continue reading