AI/ML
Get your AI/ML initiatives started in a click with an integrated solution
Unilake's AI/ML solution offers a comprehensive, integrated solution that seamlessly integrates with your existing infrastructure and enables you to leverage the power of AI and ML in your business processes.
Pre-Configured
Pre-built and managed solutions for getting your next AI/ML workload up and running in minutes. Batteries included, end-to-end.
Integrated
No need to setup different solutions or development environments for different workloads, Unilake unifies workloads in a single integrated solution.
Governed
Bring together all ML assets into one catalog, ensuring full visibility and fine-grained control throughout your AI/ML workflow. From lineage to security policies.
Integrated IDE
Simplify building your next data and AI project through a fully managed and integrated development environment. Specify the performance you need to develop your models and spin-up a development environment in seconds. Get autocompletion, intellisense out of the box. In need of debugging? Make use of the cloud based IDE to debug your code or run unit-tests on your project in a familiar environment.
(AI/ML) Batteries included
Use one of the preconfigured ML-optimized and ready to use development runtimes to get you going, powered by a distribution of the most popular ML frameworks (including PyTorch, fast.ai, Tensorflow, scikit-learn). Missing packages or features in one of the existing images? Expand or create your own image for development. All environments are git enabled, allowing engineers to following Git workflows, enabling data teams to leverage automated CI/CD workflows and code portability.
Notebooks
Whether you are applying new AI/ML workloads, need to ingest data or analyze petabytes of structured data, any workload will do.
Scalability
UniLake offers automatic horizontal scaling, allowing you to handle increased data and AI workloads demands without manual intervention.
AI/ML Machines
Deploy optimized AI/ML machines for experimenting and bootstrapping your projects.