End-to-End Data Science Case Study

Carry one messy dataset the whole way: clean it, explore it, build features, model it, evaluate honestly, and defend a recommendation. The capstone for the Data Scientist track — and the portfolio piece reviewers actually read.

intermediatePythonpandasscikit-learnmatplotlibseabornSciPystatsmodelsJupyter

What you will build, step by step

  1. The Brief
  2. Frame the Problem
  3. Clean and Explore
  4. Build Features
  5. Model and Evaluate
  6. Recommend