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Data · Self-paced
Python Notebooks for Ops Metrics
Notebook-first analytics for teams that live in chat and spreadsheets.
4.200.000 ₫ · 5 weeks · Beginner
Schedule: Flexible Skills badge (internal)
Languages: English, Vietnamese forum
Overview
Learn to clean CSV exports, chart responsibly, and export artifacts mentors can critique. No machine learning hype.
Included modules
- Pandas hygiene drills
- Chart lie detection exercises
- Notebook review rubric
- Office hours on Polars preview
- Scheduling notebooks ethically
- Capstone: executive one-pager notebook
- Git hygiene for analysts
Outcomes
- Publish a reproducible notebook with pinned dependencies
- Identify two visualization pitfalls you previously missed
- Present findings without sensationalizing deltas
Lead mentor
Huong Bui
Data coach for municipal logistics pilots.
FAQ
No GPU workloads.
Participant notes
“Chart lie detection from Python Notebooks for Ops Metrics changed how we color SLA slides.”