Domino Data Lab
One platform to accelerate data science from end-to-end
Domino provides a central system of record that tracks all data science activity across an organization, and acts as an orchestration layer on the AWS compute/storage foundation. The result is a platform that all stakeholders can rely on. Data scientists get flexibility and scalable compute. IT gets visibility into and management over resource consumption. DevOps gets a scalable deployment platform. Management gets a reliable, repeatable process for implementing model-driven business programs.
Domino is an AWS Partner with Machine Learning Competency designation.
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Solution highlights:
- Build team knowledge through enhanced collaboration, sharing and communication
- Parallelize work and run more experiments per day
- Reduce overhead with automatic version control and reproducibility
- Streamline deployment and reduce DevOps costs associated with model deployment
- Reduce costs via central resource management and reporting
Key features provided by this data science platform:
- A centralized hub for sharing research and insights
- Streamlined process across the entire lifecycle, from exploration to deployment
- Faster cycle times, encouraging nimble experimentation and innovation
- Deploy, track and manage all production models from a central console
- Automatic governance and reproducibility
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In addition to the software subscription fee for Domino Data Lab in AWS Marketplace, you must pay for the marginal usage charges for EC2 machines. These charges will vary based on workloads and instance types.
You are responsible for the cost of the Amazon Web Services (AWS) services used while running this solution. Some of these settings, such as instance type, will affect the cost of deployment. See the pricing pages for each AWS service you will be using and consult with your Domino representative for cost estimates.
Learn more about Machine Learning solutions