Final Project

Visualization & capstone

Stephanie

Lead Data Scientist @JULO | Ex. GOJEK, UNILEVER.

Course Overview

Build practical data analysis skills with Python: clean data, explore patterns, and communicate insights with confidence.

This lesson

Bring the course together: load a dataset, clean it, analyze it, and present insights with visuals.

Deliverable outline:

  • Problem statement and success metrics
  • Data dictionary and cleansing notes
  • Key findings backed by charts
  • Limitations and next steps

Treat this as a portfolio piece you can talk through in an interview.

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