Data Science Virtual Machines
Rich pre-configured environment for AI development
Pre-Configured virtual machines in the cloud for Data Science and AI Development
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.
End-to-End Data Science Workflow using 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.