MarkovML is an AI tool designed to facilitate collaboration among ML teams. It offers features such as seamless data understanding, automated ML workflows, and improved collaboration to drive value together.
- Centralized ML artifacts: All your ML models, datasets, and more can be organized in one place, making it easy to access and search for everyone on your team.
- Integration with cloud storage: MarkovML allows you to upload files directly or integrate with popular cloud storage providers like AWS/S3 for added convenience.
- Automatic exploratory data analysis: MarkovML’s built-in evaluator runs in the background, providing you with insights into your data quality, biases, and compliance within minutes.
- Customizable model evaluation: You can incorporate your own business Key Performance Indicators with standard ML metrics to assess model quality and make informed decisions. MarkovML also offers tools for ensuring compliance, ethics, and auditability.
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