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Functionality That Best Fits Your Team

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	Enterprise Edition	Managed Services
Control Center Centralized management console to create projects and workflows for data scientists and data engineers working on ML/DL projects
Version Control Project code, data preparation workflows, and models can be easily versioned in a preferred repository
Workflow Orchestration Seamlessly manage the entire solution development, deployment and post-production feedback loop
CI / CD / CT Streamline MLOps and distributed training with complete automation of DevOps (CI/CD/CT)
Workspace Each enterprise license gets a workspace allocated to support data science solutions with collections of files, notebooks, and other related resources to support solution
Experiment Management Model experiment setup, tracking and versioning
Pipelines Process of creating machine learning pipelines and data processing pipelines
Job Scheduling Schedule the pipeline runs (either re-occurring or one time)
Virtual Desktop Use preferred technologies, languages and libraries in a virtual desktop environment that can be local to the environment or part of the broader enterprise-wide infrastructure
Data Management & Lineage Efficiently manage data access, integrations, and increase the productivity of data scientists
Data Optimized & versioned DB Project code, data preparation workflows, and models can be easily versioned in a preferred repository (Bitbucket, Git, etc.) and datasets can be versioned through on-premise / cloud storage
Storage Support for storage of files in NFS, HDFS and other storage formats
User Management & Permissions Role based access controls to manage licensed users	5 Users per workspace
SSO/LDAP + permission management Single sign-on support for all integrated applications
Customization & pipeline construction support Application development, implementation and integration with existing applications and business processes
SLA Service Level Agreement
Dedicated Support Premium support with dedicated ML engineer supporting the customer on-site
Remote Development Support Premium support with dedicated ML engineer supporting the customer remotely