Data Science Virtual Machines
Rich pre-configured environment for AI development.
Overview
Cloud-based environments designed for data science and AI workflows
- DSVMs are Azure Virtual Machine images, pre-installed, configured and tested with several popular tools that are commonly used for data analytics, machine learning and AI training.
- Use Data Science Virtual Machines for end-to-end data science workflows including data ingestion, model training, and production deployment across Azure services.
Features
Why use Data Science Virtual Machines
Analytics desktop in the cloud
Consistent setup across team, promote sharing and collaboration, Azure scale and management, Near-Zero Setup, full cloud-based desktop for data science.
Data science training and education
Quick, Low friction startup for one to many classroom scenarios and online courses.
On-demand elastic capacity
Ability to run analytics on all Azure hardware configurations with vertical and horizontal scaling. Pay only for what you use, when you use it.
Deep Learning with GPUs
Readily available GPU clusters with Deep Learning tools already pre-configured.
Examples and Templates to get started
Examples, templates and sample notebooks built or tested by Microsoft are provided on the VMs to enable easy onboarding to the various tools and capabilities such as Neural Networks (PYTorch, Tensorflow, etc.), Data Wrangling, R, Python, Julia, and SQL Server.
Integrated with Azure Machine Learning
Use the pre-installed AzureML SDK and CLI to submit distributed training jobs to scalable AzureML Compute Clusters, track experiments, deploy models, and build repeatable workflows with AzureML pipelines. In addition, the Data Science VM can be used as a compute target for training runs and AzureML pipelines.
Security
Embedded security and compliance
34,000
Full-time equivalent engineers dedicated to security initiatives at Microsoft.
15,000
Partners with specialized security expertise.
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>100
Compliance certifications, including over 50 specific to global regions and countries.
Included
What's included
Next steps
Create a Data Science Virtual Machine in seconds
Pay as you go or try Azure free for up to 30 days.
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