Teach AI skills withreal projects and proof
Structured modules for prompting, evaluation, and deployment. Designed for classrooms, bootcamps, and self-guided learners who want measurable progress.
Core skill tracks
Each track includes lesson plans, slides, labs, and assessment rubrics.
Prompting + Reasoning
Design reliable prompts, build reasoning chains, and document evaluation criteria.
Data + Retrieval
Collect, clean, and ground answers with retrieval workflows and datasets.
Model Evaluation
Use rubrics, scoring, and red-teaming to keep outputs reliable and safe.
Deployment
Ship prototypes with APIs, logging, and guardrails for real-world use.
Your first 7 days in AI
A simple onboarding loop for new learners and cohorts. Use it as a weekly sprint or a classroom warm-up plan.
Prompting basics + evaluation checklist.
Data grounding lab + retrieval worksheet.
Mini capstone + peer review rubric.
The learning loop
Every lesson follows a predictable cycle so students build confidence fast.
Learn
Short modules, visual explainers, and quick checks.
Build
Studio labs that turn lessons into mini-products.
Evaluate
Rubrics, benchmarks, and peer feedback.
Capstones that showcase mastery
Learners finish with a portfolio-ready build, backed by evaluation evidence.