Azure Deep Learning and ND, NC series with NVidia

ND and NCv2 Series VMs generally available ND-Series virtual machines (VMs) are specifically designed for the needs of artificial intelligence (AI) and Deep Learning workloads, offering excellent performance for training and inference: ✓ They are powered by NVIDIA Tesla P40 GPUs based on the new Pascal Architecture and provide excellent performance for FP32 (single precision…

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Bored of MNIST? Let’s build your own OCR deep learning computer vision AI using Microsoft CNTK with EMNIST (Step by step guide)

Guest post by Chih Han Chen , Microsoft Student Partner from Imperial College London. I am currently a second year PhD student at Imperial College London. My research is mainly on expert systems and artificial intelligence for personalized decision based on genetics. I am interested in the application of informatics, big data, machine learning, data…

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Automated Installation of BigDL Using Deploy to Azure & DSVM

BigDL is a distributed deep learning library for Apache Spark*. Using BigDL, you can write deep learning applications as Scala or Python programs and take advantage of the power of scalable Spark clusters To make it easier to deploy BigDL, Microsoft and Intel have partnered to create a “Deploy to Azure” button on top of…

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Build your first deep neural network with Microsoft A.I. tool CNTK (Step by step guide)

  A guest post by Chih Han Chen , Microsoft Student Partner from Imperial College London. I am currently a second year PhD student at Imperial College London. My research is mainly on expert systems and artificial intelligence for personalized decision based on genetics. I am interested in the application of informatics, big data, machine…

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Using DSVM Jupyterhub with AAD authentication

One of the key questions,  we have had recently is.. How institutions can improve data science experience utilising the  Azure Linux Data Science VM by providing Single Sign on for users to services such a Jupyterhub via AAD accounts and authentication? Typical Data Science Workflow Guest blog from Alberto De Marco Technology Solutions Professional –…

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