The Vocareum AI Notebook is a 100% cloud-based, Jupyter-powered platform designed for AI, data science, and advanced coding education. It provides a rich, ready-to-use environment with pre-installed libraries, managed GenAI technologies, on-demand GPU resources, and powerful tools like auto-grading, all with zero installation required – say goodbye to complex setups.
Access Leading LLMs: Teach with ChatGPT, Google Gemini, Claude, and more, using pre-configured GenAI API keys.
AI Assistants & Tutors: Empower your classroom with AI helpers via our no-code app builder.
AI Sandbox Environment: Provide a safe space for students to experiment, learn Prompt Engineering, and build AI apps.
Budget Management: Monitor and control GenAI usage with built-in budget controls to ensure cost-effective learning.
Single-Click GPU Access: Access powerful NVIDIA V100 & A100 GPUs for training AI models without complex setup.
Cost-Effective Use: Manage costs with explicit hourly budgets, using GPUs only for intensive training jobs.
Automated Training Scheduler: Streamline model training with tools that manage and schedule batch jobs efficiently.
Large Dataset Handling: Our platform provides robust support for large datasets, ensuring students can tackle real-world challenges.
We provide the enterprise-grade foundation for secure, scalable, and integrated learning.
Centralized API key management
Budget controls & usage analytics
Role-based access controls
Automated code execution grading
Cell-by-cell notebook evaluation
Rubric-based assessment & AI feedback
Plagiarism detection & similarity scoring
Streamlined assignment creation with multi-step builder
Seamless LMS integration (Canvas, etc.)
Real-time grade passback & SSO
Team projects with permissions
Structured peer-review workflows
In-line commenting & forums
Certified & Compliant: SOC 2 Type II Certified and FERPA compliant data handling
Granular Access Controls: Ensure secure operations with comprehensive audit trails and fine-grained access management
Secure Environments: Encrypted data and isolated network environments for every user
| Feature | Vocareum AI Notebook | Self-Managed JupyterHub |
|---|---|---|
| Setup & Maintenance | Fully managed, < 5 min setup | Complex setup and ongoing maintenance |
| LMS Integration | Native LTI 1.3 integration | Manual, often custom, integration |
| GPU Access | Single-click (AWS, Colab, NRP) | Manual configuration required |
| Generative AI Models | Built-in access (ChatGPT, Claude, etc.) | Requires separate API setup & cost |
| Auto-Grading | AI-powered logic analysis | Manual grading or basic scripts |
| Security & Compliance | Enterprise-grade (SOC 2, SAML) | Requires manual configuration |
| Cost | Predictable per-student pricing | Variable, often unpredictable costs |
Power hands-on learning in data science, AI, cloud, and cybersecurity across university and college programs. Our scalable virtual labs and AI sandboxes provide the perfect environment for both instruction and research.
Benefits:
Seamless LMS integration (Canvas, Moodle, etc.)
Scalable environments for thousands of students
Automated grading to save faculty time
Access to real-world tools and datasets
Close critical skill gaps in GenAI, cloud, data, and security with our reselling and upskilling labs. Deliver targeted, hands-on training that translates directly to on-the-job performance.
Benefits:
Track learner progress and skill acquisition
Secure, role-based access for your workforce
Customize labs with your proprietary tools
Reduce support tickets with effective product training
Deliver scalable, hands-on labs for thousands of concurrent learners in both cohort-based and self-paced programs. Our enterprise-ready infrastructure is built to handle the demands of global online learning.
Benefits:
Power labs across AI, cloud, coding, and more
White-lavel capabilities for a branded experience
Integrates with edX, Coursera, and other platforms
Cost-effective at scale
Create immersive, performance-based exams and practice labs that validate real-world, hands-on skills. Go beyond multiple-choice to truly assess competency.
Benefits:
Real-world scenarios for skill validation
Secure and proctor-ready exam environments
Automated grading for instant results
Boost exam readiness with practical labs
Drive product adoption and reduce support load with on-demand training environments. Enable your customers and developers with hands-on labs, trials, and certifications.
Benefits:
Embed labs and trials directly in your product
Deliver effective developer and customer training
Provide secure, sandboxed demo environments
Real usage, no simulation
Vocareum AI Notebook is a cloud-based, Jupyter-powered platform specifically designed for data science and AI education. It’s truly an ‘All-In-One’ canvas, centralizing all essential AI resources: full Jupyter compatibility, pre-configured GenAI API keys, GPU access, built-in AI Assistants and tutors, and robust assessment tools. This eliminates complex setups and enables instant, hands-on learning.
The AI Notebook offers secure, direct access to leading LLMs like ChatGPT (GPT-4, GPT-3.5), Google Gemini, Anthropic Claude, Mistral, and Llama2, all with pre-configured GenAI API keys. Instructors can also leverage our no-code app builder to create and deploy custom AI Assistants and tutors for classroom use. Built-in budget management and API access for custom integration (e.g., chatbots) are also included, providing a comprehensive AI Sandbox for prompt engineering and advanced projects.
Students get single-click access to powerful NVIDIA V100 and A100 GPUs. To manage costs, interactive sessions can be limited to CPUs, with GPUs reserved for intensive training jobs, all managed with explicit hourly budgets. Our Automated Training Job Scheduler streamlines model training efficiently, enabling large dataset handling for real-world challenges.
Our intelligent assessment engine provides robust auto-grading that evaluates code quality, logic, and efficiency—not just output matching. It delivers detailed feedback on Jupyter notebooks, Python scripts, data analysis, and ML models. The platform also includes a peer review system, customizable rubrics, comprehensive grades, analytics, and optional leaderboards for enhanced engagement.
The AI Notebook integrates seamlessly with major LMS platforms (Canvas, Blackboard, Moodle, Brightspace) via LTI 1.3 compliance, enabling single-click access and deep linking. Grades automatically sync with your gradebook. For enterprise authentication, we support SAML 2.0 SSO, allowing integration with Active Directory, Okta, Azure AD, and other identity providers for secure, streamlined access and management.
Yes, the platform is designed for an interactive learning experience. Students can share notebooks, collaborate in real-time on projects, utilize built-in version control, and leverage our forum for discussions. This fosters teamwork on large-scale projects and simulates real-world development environments.
Absolutely. Instructors can fully customize lab environments by pre-loading specific tools, datasets, and starter codes. This ensures the environment is precisely aligned with your educational objectives and curriculum, supporting everything from basic interactive coding to complex AI Sandbox experiments.
Book a demo to see the platform in action, or explore our case studies to discover how Vocareum can transform your training or educational program.
