Understand
Build a clear mental model of how AI works and where it fails.
Explore foundationsLearn to use AI at work, build useful projects, and test and secure the systems you create.
Understand it. Build with it. Secure it. Use it to move your career forward.
Practical AI education, grounded in real work. Less theory for its own sake. More things you can demonstrate.
Build a clear mental model of how AI works and where it fails.
Explore foundationsTurn concepts into useful workflows, apps and portfolio projects.
See practical coursesProbe AI systems, document failures and learn to improve them.
Explore SAFE AIStart with one skill. Build towards real capability.
Prompt design, context management, structured outputs and LLM evaluation
Prompt design, context management, structured outputs and LLM evaluation
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
LLM security testing, prompt injection, adversarial evaluation and mitigation
LLM security testing, prompt injection, adversarial evaluation and mitigation
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
Data labeling, annotation quality, evaluation rubrics and dataset review
Data labeling, annotation quality, evaluation rubrics and dataset review
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
AI risk assessments, control mapping, policy review and governance frameworks
AI risk assessments, control mapping, policy review and governance frameworks
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
AI portfolio projects, role mapping, practical skills and job-search preparation
AI portfolio projects, role mapping, practical skills and job-search preparation
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
AI workflows, tool use, API integrations and agent evaluation
AI workflows, tool use, API integrations and agent evaluation
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
AI engineering, LLM red teaming, guardrails, risk assessment and governance
AI engineering, LLM red teaming, guardrails, risk assessment and governance
Practical exercises and portfolio-oriented work. Full syllabus and availability are shown on the course page.
No spam. No upsells. Just useful AI career intel.