Vocareum Notebook for Learning AI

Cloud-based & budget optimized Generative AI & GPUs for the classroom

Vocareum Notebook allows anybody to write and execute arbitrary plain text and python code through the browser, and is especially well suited to generative AI, machine learning, data analysis and coding education. Vocareum Notebook is a hosted Jupyter notebook service that requires no setup to use, while providing budget controlled access to computing resources including Generative AI and GPUs.

With direct integration to your LMS, instructors and their students get seamless access to Generative AI and GPUs for class instruction and assignments.

Trusted by

Cloud - AWS


Auto-grading for rubric-based assessments

Provide feedback directly in learners' codes / submissions

Compare student assignment submissions to ensure integrity

Automatic ranking of learners' submissions on leaderboard

Automatic homework distribution to graders

Integrated to Your LMS

Integration with all popular LMS including Canvas, Blackboard, D2L, Moodle, Sakai, edX, Coursera, and more via LTI

Team Projects and Peer Reviews

Support for team coding projects in a shared workspace, with the ability for learners to review and execute peer code

Single Platform for All Learning Needs

Use it for bootcamps or online, residentials, exams

Rich Collaboration Capabilities

Pending description


Rich Collaboration Capabilities

AWS and Azure Lab

AWS and Azure Lab can help manage the budgets, resource policies, and delivery of credentials to learners.

Assignment Management

Instructors can set up rules and resources for assignments and assessments.

Exam Management

Provide secure and timed coding exams with passcodes and auto-grading.

Resource Management

Instructors can create budgets, policies, and limits.

Rest API

Rest API is available for custom integration solutions.

Vocareum Notebook

Generative AI

Integrations provide secure and budgeted access to ChatGPT, DALL-E, Llama-2, Bedrock, and more LLMs for teaching Prompt Engineering, Retrieval-Augmented Generation (RAG), Fine Tuning, LangChain and more. It also allows institutions to:

  1. Control access through your LMS
  2. Custom model deployment 
  3. Set, monitor and adjust learner budgets 

Cloud-based GPU

Allow instructors and their students single-click access to GPUs for class instruction and assignments. It allows institutions to:

  1. Scale secure access to GPUs
  2. Showcase CPU vs. GPU performance
  3. Teach model tuning, model creation, model deployment and more


  • What kind of GPUs are available?
  • How do I access the GPUs?
    • Access GPUs through the Vocareum Notebook that integrates seamlessly with your LMS.
  • How much does it cost?
    • $10/month/active learner + AWS GPU charges (Vocareum ensures direct pass-through, retaining no GPU revenue).
  • How do I manage variable GPU costs?
    • Set a per user budget, create batch jobs and time constraints all through the Vocareum Notebook. You can also leverage spot instances for more cost control.
  • How do I set up a Vocareum Notebook?
    • More information here.