#scikit-learn

• 5 Dec 2024 · Study

  Machine Learning · scikit-learn pipelines

  Combining preprocessing and model with Pipeline and ColumnTransformer for mixed numeric and categorical data, so one object is fitted, tuned and saved.

• 1 Aug 2024 · Study

  Machine Learning · The ML workflow

  The end-to-end supervised learning loop: define the task, split data, pick a baseline, fit, evaluate on held-out data, iterate.