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Data Science Virtual Machine - Windows Server 2016

Microsoft
Exploration, analysis, modelling, and development tools for data science and artificial intelligence.

Data Science Virtual Machine - Windows Server 2016

Microsoft

Exploration, analysis, modelling, and development tools for data science and artificial intelligence.

The 'Data Science Virtual Machine (DSVM)' is a 'Windows Server 2016 with Containers' VM & includes popular tools for data exploration, analysis, modeling & development.

Highlights:

  • Microsoft ML Server - Dev. Ed. (Scalable R)
  • Anaconda Python
  • SQL Server 2017 Dev. Ed. - With In-Database R analytics
  • Microsoft Office 365 ProPlus BYOL - Shared Computer Activation
  • Julia Pro + Juno Editor
  • Jupyter notebooks
  • Visual Studio Community Ed. + Python, R & node.js tools
  • Power BI Desktop
  • Deep learning tools e.g. Microsoft Cognitive Toolkit (CNTK 2.x), TensorFlow & mxnet
  • ML algorithm libraries e.g. xgboost, Vowpal Wabbit
  • Azure SDKs + libraries for various Azure Cloud offerings. Integration tools are included for: 
    1. Azure Machine Learning
    2. Azure Data Factory
    3. Stream Analytics
    4. SQL Data Warehouse
    5. Hadoop + Apache Spark (HDICluster)
    6. Data Lake
    7. Blob storage
    8. ML & Data Science tutorials as Jupyter notebooks
  • Tools for ML model operationalization as web services in the cloud, using Azure ML or Microsoft R Server.

    Pre-configured and tested with Nvidia drivers, CUDA Toolkit 8.0, & NVIDIA cuDNN library for GPU workloads available if using NC class VM SKUs.

    Queries & feedback: DSVM community support forum

    Resources: DIY Guide

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