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Empower learners and researchers to experiment freely with a full Databricks environment in a safe and controlled sandbox, regardless of your underlying cloud provider

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Key Features

Full Databricks Experience

Gain access to the complete functionality of Databricks within the sandbox environment. Experiment, learn, and develop data science skills without limitations.

Policy-Based Access Control

Define granular access controls for your organization (regions, services, resource limits, budget, duration). Ensure responsible learning and adherence to internal regulations

Temporary Security Credentials

Learners access Databricks securely through temporary credentials, minimizing security risks associated with permanent access setups

Cost Optimization

Leverage features like spot instances and tiered billing (if applicable) to optimize costs for organizations.

Additional Features

Simplified Management

Focus on learning, not logistics. Vocareum Databricks Sandboxes streamline account setup and resource management within the sandbox for learners and researchers. Organizations can easily provision new accounts and manage access controls.

Flexible Learning Formats

Choose from standalone sandbox environments for free exploration, hands-on labs with instructional material for guided learning, or auto-graded challenge labs to assess skills.

Integration Options

Integrate Vocareum Databricks Sandboxes with your Learning Management System (LMS) to streamline assignments and assessmentsor leverage third-party tools via APIs for a customized learning experience.

Bring-Your-Own (BYO) Cloud Accounts

Utilize your organization's existing Databricks and cloud provider accounts (payor accounts) within the sandbox environment.

Resource Management and Monitoring

Track resource utilization, suspend inactive accounts, and terminate unused services to optimize resource allocation.

Notification System

Receive alerts for important events, such as resource provisioning, compliance violations, and cost overruns.

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