PROGRAM MODULE · EN / ES · AI5
Operations and changes
JSON contract, local function, six positive/negative tests and synthetic audit log.
MODULE SYLLABUS
Lessons and objectives
Review the sequence before you start. Each link opens the corresponding lesson in the protected student guide; a verified account and active membership are required.
AI5-1 · 4 h
Experiment registry
- Create an experiment registry connecting hypothesis, data, configuration, results and decisions without cherry-picking favorable trials.
AI5-2 · 4 h
Data drift
- Detect a distribution change using simple counts, distinguish it from confirmed degradation and propose review without automatic retraining.
AI5-3 · 4 h
Secure API contract without an external service
- Verify a local JSON contract with simulated permissions, six tests, minimal audit logging and reproducible rollback without an external service.
PREPARATION
Before you begin
Functional reading, basic arithmetic and file management. Complete an entry diagnostic.
This module follows Result evaluation. Review the earlier material if you need to strengthen the foundations.
Read the explanations and examples before practicing. Keep your results and limitations in your own file: these pages do not automatically record attendance, progress or grades.
STUDENT MATERIALS
Continue to guided learning
This syllabus is public. Full explanations, exercises, downloads and simulators retain Academy access controls: an active verified account, active membership and the appropriate permissions. Cohort enrollment is not open.