Learn AIA path that fits your curiosity.
Start with a guided model, inspect an AI system, or practise a decision. These are suggested routes through live lessons. Everyone can explore any topic.
The expanded 15-course curriculum is being built. These starter paths use today’s lessons and projects. See what is available and what is planned
New: data quality and training debugging now have full lessons, projects and separate transfer assessments. Choose “Audit data and debug learning” to include them in your path.
Operate a model with evidence
Package and inspect a model, test and stage changes, compare monitoring policies and justify incident recovery.
Starting point: Percentages, averages and basic graph reading. Guided and decision variants require no code; implementation needs Python and independent code review.
Evidence you can collect: Seven shared lessons and a saved operating-plan project, plus two separate first-attempt transfer cases. Submission, objective understanding and human review are distinct.
Still to come: Public simulations and a bounded local service do not establish production readiness. Human artifact review, broader platform testing and learner pilots remain pending.
Choosing this path changes your suggested next activity and its completion total. Earlier achievements, experiments, project reports and other path preferences stay saved. This is not full-program completion.
Your activities
0 / 8 activities completed
0 / 8 understanding checks passed
0 skipped and still outstanding
Skip for now changes the suggested next step, not the requirements or your understanding record. Restore an activity whenever you like. Optional refreshers and coding are outside this total.
Previewing this path. Choose it above to save skip preferences; all lesson links are open now.
- To explore
Completion outstanding · Understanding check to try
- To explore
Completion outstanding · Understanding check to try
- To explore
Completion outstanding · Understanding check to try
- To explore
Completion outstanding · Understanding check to try
- LessonTo explore
Test the complete system
Completion outstanding · Understanding check to try
- LessonTo explore
Monitor what changed
Completion outstanding · Understanding check to try
- LessonTo explore
Respond to an incident
Completion outstanding · Understanding check to try
- To explore
Completion outstanding · Understanding check to try
Project evidence
A model with an operating plan: evidence still to collect; understanding check to try.