Python Automation Lab
The dedicated track for learners building scripted workflows — from file ops to API integrations — with mentor-reviewed checkpoints.
1 — Skills map
FOUNDATIONS INTEGRATION OPERATIONS
├── Python syntax ├── REST / webhooks ├── Scheduling
├── File I/O ├── Auth patterns ├── Logging
├── Error handling ├── pandas ETL ├── pytest
└── Git basics └── Schema validation └── Runbooks
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PORTFOLIO EVIDENCE
└── Case study + demo
2 — Tools and workflow stack
CPython 3.12
VS Code
FastAPI
pandas
pytest
APScheduler
httpx
GitHub Actions
Workflow: branch → lab → mentor review → merge template → portfolio note. No proprietary IDE lock-in.
3 — Practice milestones
Week 1–2
Script fundamentals
Review: Mentor signs off logging standards
Week 3–4
Integration lab
Review: Webhook handler passes replay tests
Week 5–6
Pipeline practicum
Review: ETL README approved by coach
Final
Demo + case study
Review: Peer review + hiring-manager feedback optional