Skills

Build an End-to-End Data Science Project

14 weeks · 5 milestones

Complete a full data science project — from a real stakeholder question to a deployed model to a decision a non-technical person acted on. Every step documented and verifiable. No Iris, no Titanic.

What you'll achieve

Define a real stakeholder question and acquire a non-tutorial dataset

Explore, clean, and document the data — answer 5 questions before modeling

Train, evaluate, and tune a model with honest metric reporting against a baseline

Deploy predictions (batch export or live API) with a documented refresh process

Present findings to a non-technical stakeholder — one decision made as a result