SuperML Java is an open source free to use machine learning framework providing practical tutorials, Java ML framework, and educational resources to help you learn, build, and deploy ML & AI projects efficiently. Free to use with attribution.
How this will help you
Open source ML/AI learning paths, free Java framework, and educational resources to accelerate your machine learning journey.
Step-by-step guides that help you learn and implement ML & AI concepts efficiently. Always free with attribution.
SuperML Java - A complete, free machine learning framework for enterprise developers.
Comprehensive learning materials and documentation to support your ML/AI journey.
Join our growing community to collaborate, learn, and build together.
Structured Learning
Comprehensive learning paths to master machine learning and AI
A complete career-grade course for aspiring Forward Deploy Engineers (FDE). Learn the embedded-engineer model, discovery and domain capture, on-site data plumbing, operational app building, deployment, and the soft skills that separate good FDEs from great ones.
20 lessons
Master the ontology — the semantic layer that turns raw data into a connected, operational model of your business. Learn object types, link types, actions, functions, and how to build a complete production-ready ontology.
18 lessons
Everything you need to pass the Anthropic Claude Certified Architect exam. Covers all 5 domains: model selection, prompt engineering, context & memory, tool use & agents, and safety & deployment.
18 lessons
Step 1: Learn
Access beginner to advanced tutorials to master ML and AI fundamentals and practical applications.
Step 2: Build
Experiment and build projects using our free Java framework and educational resources.
Step 3: Connect
Join our GitHub Discussions to ask questions, share projects, and collaborate with the community.
Step 4: Deploy
Take your projects live with our resources, community support, and best practices.
Open Source Products
Three open source products to accelerate how you build and ship ML and software projects.
A complete, free Java machine learning framework for enterprise developers. Train models, make predictions, and build ML pipelines with intuitive Java APIs.
A skills framework that gives GitHub Copilot, Claude, Cursor, and any AI assistant structured expertise across the full software development lifecycle — no runtime required.
npx command to get startedAI-native analytics platform that lets anyone query databases in plain English, visualize insights instantly, and enforce data quality — no SQL knowledge required.
Educational Site
A dedicated educational site at stem.superml.org — free, curated Science, Technology, Engineering & Mathematics resources built for teenagers and young learners.
Explore free tutorials, use our open source Java framework, join community discussions, and accelerate your learning and building process.