Azure Data Science Virtual Machines (DSVM)

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Azure Data Science Virtual Machines (DSVM)
Score 8.4 out of 10
N/A
Available on Microsoft's Azure platform, Data Science Virtual Machines (DSVMs) are comprehensive pre-configured virtual machines for data science modelling, development and deployment.N/A
Pricing
Azure Data Science Virtual Machines (DSVM)
Editions & Modules
No answers on this topic
Offerings
Pricing Offerings
Azure Data Science Virtual Machines (DSVM)
Free Trial
No
Free/Freemium Version
No
Premium Consulting/Integration Services
No
Entry-level Setup FeeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Azure Data Science Virtual Machines (DSVM)
Features
Azure Data Science Virtual Machines (DSVM)
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Azure Data Science Virtual Machines (DSVM)
8.7
Ratings
4% above category average
Connect to Multiple Data Sources7.80 Ratings
Extend Existing Data Sources9.00 Ratings
Automatic Data Format Detection9.00 Ratings
MDM Integration9.00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Azure Data Science Virtual Machines (DSVM)
8.1
Ratings
3% below category average
Visualization7.80 Ratings
Interactive Data Analysis8.40 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Azure Data Science Virtual Machines (DSVM)
8.9
Ratings
9% above category average
Interactive Data Cleaning and Enrichment9.00 Ratings
Data Transformations9.00 Ratings
Data Encryption9.00 Ratings
Built-in Processors8.40 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Azure Data Science Virtual Machines (DSVM)
8.4
Ratings
0% above category average
Multiple Model Development Languages and Tools8.40 Ratings
Automated Machine Learning9.00 Ratings
Single platform for multiple model development7.80 Ratings
Self-Service Model Delivery8.40 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Azure Data Science Virtual Machines (DSVM)
7.7
Ratings
10% below category average
Flexible Model Publishing Options8.40 Ratings
Security, Governance, and Cost Controls7.00 Ratings
Best Alternatives
Azure Data Science Virtual Machines (DSVM)
Small Businesses
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Score 9.4 out of 10
Medium-sized Companies
Posit
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Score 10.0 out of 10
Enterprises
Posit
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Score 10.0 out of 10
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User Ratings
Azure Data Science Virtual Machines (DSVM)
Likelihood to Recommend
8.4
(0 ratings)
User Testimonials
Azure Data Science Virtual Machines (DSVM)
Likelihood to Recommend
To leverage a high processing workload that can be done fast instead of in multiple days or hours.
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Pros
  • Leveraging data.
  • Computer vision.
  • Data science.
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Cons
  • Azure DSVM pricing must be reduced so that an AI-based start-up can use the Azure DSVM.
  • Azure must create an environment to use Azure DSVM offline as well.
  • Lack of frameworks
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Alternatives Considered
Azure DSVM provides [many] cost-effective solutions rather than using the Amazon SageMaker. Amazon products are a little more detailed products but this detailing is [a] little costly in comparison to the Azure. Azure DSVM is way more controlled than the Amazon SageMaker and it is very cost-effective as compared to Amazon SageMaker. We are already managing Aure services so we explored the Azure DSVM which turned out [to] be a good choice.
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Return on Investment
  • Azure DSVM is little costly with long term support for ML based environments.
  • Azure DSVM is very good for short tasking and costs us [a] little low than the on-prem server.
  • [Scaling] option is very convenient.
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