Five tracks. One runway.

Bootcamps

Showing 1 bootcamp

• Data Science — Intermediate

  Intermediate

  6 months, 5–8 hrs/week

  32 USDper month

  You can clean and analyse data. Now learn what separates a data scientist from an analyst: running experiments, building predictive models, and proving they'll hold up on data they haven't seen.

  • A/B testing
  • Scikit-learn
  • Feature engineering
  • Model evaluation

  1. Phase 1

     Statistics & experiments

     Hypothesis tests, confidence intervals and A/B tests, without the proofs.

  2. Phase 2

     Machine learning

     Regression, classification and trees, plus clustering and PCA, in Scikit-learn.

  3. Phase 3

     Models you can trust

     Feature engineering, cross-validation, the right metrics, and avoiding leakage.

  4. Phase 4

     Capstone

     A predictive model for a business problem, presented to a non-technical audience.

  Apply now for Data Science (Intermediate)