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= train_test_split(X, y, test_size=0.2) # Train a logistic regression model model = LogisticRegression() model.fit(X_train, y_train) # Make predictions predictions = model.predict(X_test) 7. Unsupervised learning: A machine learning approach where models extract patterns or structure from unlabeled