Which machine learning technique revolutionized retail product recommendations by analyzing patterns in customer purchase history to predict future buying behavior?

The intersection of science and retail has transformed how companies analyze customer behavior and optimize operations. Machine learning algorithms now power everything from inventory management to personalized recommendations. This trivia question explores a significant scientific advancement in retail analytics that changed how retailers understand customer preferences and predict future trends. Test your knowledge of these retail science innovations that have revolutionized the industry!

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Collaborative Filtering
Random Forest Regression
Convolutional Neural Networks
Support Vector Machines