How delivery works

  1. Admissions shares syllabus PDFs with explicit tooling versions, hours, and refund references. Corporate buyers receive a scope worksheet.

  2. Kickoff week audits laptops, VPN needs, and dataset access. Learners submit a baseline skills map—no graded gatekeeping, just planning data.

  3. Live labs alternate with async recap videos. Teaching assistants triage homework queues within the published response window.

  4. Mentor checkpoints review artifacts: SQL PRs, dashboard briefs, automation logs. Rubrics live in the shared drive for auditability.

  5. Capstone readouts include a retrospective template. Learners archive repos or PDFs for HR verification; we do not issue external exam guarantees.