Answer
scikit-learn provides ML algorithms,
preprocessing tools,
model evaluation and pipelines.
preprocessing tools,
model evaluation and pipelines.
Quick Answer
scikit-learn provides consistent API for ML: fit(X_train, y_train) trains the model, predict(X_test) makes predictions, score() evaluates. Includes: preprocessing (scalers, encoders), feature selection, dimensionality reduction (PCA), classification, regression, clustering, cross-validation, pipelines. Consistent API makes switching algorithms easy for experimentation.
S
SugharaIQ Editorial Team
Verified Answer
This answer has been peer-reviewed by industry experts holding senior engineering roles to ensure technical accuracy and relevance for modern interview standards.
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Source: SugharaIQ