Master AI & Machine Learning
From neural networks to production deployment
Find your course
From foundational Python and SQL to production ML engineering and AI agents — every course taught by engineers who've shipped at scale.
Meet Your AI Tutor
AI Tutor doesn't give answers — it asks the right questions to help you discover knowledge yourself. Try asking a data science question.
Ask me anything about data science, ML, or AI
Deploy the LMS engine behind IODS.
DataLearn is the platform powering The Institute of Data Science. Buy or white-label it for your own program, or plug it into your existing Canvas / Moodle / Blackboard via LTI.
- LTI 1.3 integration with Canvas, Moodle, Blackboard, Brightspace
- JupyterHub, AI Tutor, GitHub Classroom, auto-grading — included
- Deploy on your infrastructure or fully white-label under your domain
Used by self-directed learners on iods.ai. Authored by engineers who've shipped at scale.
Same labs, AI Tutor, code execution, and auto-grading IODS uses — available for your team or institution.
Announcements
Ready Now: AI Engineering, Data Engineering, SQL, and Workflow Courses
Our current catalog now reflects the hands-on courses already ready for delivery, from Python and SQL to AI and data engineering.
Professional Engineering Pathway in Development
We are building the full pathway covering Linux, Git, Docker, CI/CD, Kubernetes, observability, security, cloud, and production operations.
Quantum ML & Neuromorphic Computing
Be among the first to study quantum machine learning and brain-inspired AI architectures.
How You'll Learn
Not lectures and quizzes. Real engineering workflows used at top companies.
Code from Day One
JupyterHub notebooks with real datasets. Write Python, R, Julia, and SQL in a production environment — not a sandbox.
AI Tutor That Teaches
AI Tutor asks the right questions instead of giving answers. Socratic method meets artificial intelligence.
Compete on Kaggle
Integrated Kaggle competitions with leaderboard tracking. Build your portfolio with real competition results.
Ship to GitHub
GitHub Classroom integration with auto-grading. Every project becomes a portfolio piece employers can verify.
Join Our Community
Technology & Platform Partners
Ready to Level Up?
Start free — no credit card required. Build skills that senior engineering teams actually hire for.
Free access to 2 courses. Upgrade anytime.