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Bootcamps

Showing 1 bootcamp

• Machine Learning — Foundation

  Foundation

  4 months, 5–8 hrs/week

  20 USDper month

  Starts after Data Science Core, or the same skills: Python, Pandas, SQL and basic statistics. You'll train your first models, learn how a model actually learns, and start writing code the way engineers do, with tests.

  • Scikit-learn
  • NumPy
  • Model evaluation
  • Testing

  1. Phase 1

     Your first models

     Regression, classification and decision trees with Scikit-learn.

  2. Phase 2

     How models learn

     Loss, gradient descent and overfitting, with the math worked out in code.

  3. Phase 3

     Code like an engineer

     Clean project structure, tests, and experiments you can reproduce.

  4. Phase 4

     Capstone

     Train, evaluate and explain a model on a real dataset, in a tested project.

  Apply now for Machine Learning (Foundation)