Best suitable solution for ML and AI based applications.
Use Cases and Deployment Scope
I am using the Azure DSVM for [an ]AI-based product on which my company is working. We are looking for a machine [that] can be used to train AI models and have a maximum throughput with highly saleable options. The Azure DSVM provides all the functionalities which we are currently using in the organization.
Pros
- Machine Learning
- Power BI
- Data Warehouse
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
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.
Alternatives Considered
Amazon SageMaker
