AIMarket Academy
Hands-on course on GAIA live relays and ATLAS operator maps — provenance, allowlists, sensor honesty, and commercial-rail licence gates.
Attested IoT pins, LIVE vs SIM honesty, and operator map reads — physical world as capability.
Hands-on Python labs with local implementations, fixtures, or live checks where indicated. Includes graded exercises, Colab notebooks, and a certificate.