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Data Science · Free

Advanced Data Science & ML Pipelines

~30 minutes

Challenge your expertise in production-grade data science — from feature engineering and cross-validation strategies to sklearn pipelines, ensemble methods, and experiment tracking. Ideal for practitioners building and deploying real-world ML systems.

How it works
  1. Create a free account — it takes under a minute.
  2. Complete the assessment in one sitting.
  3. Get instant AI feedback and add the result to your Skill Passport.
Start free

Free to take. Build your verified Skill Passport as you go.