data mining

• عملية تحليل مجموعات كبيرة من البيانات لاستكشاف الأنماط والارتباطات والاتجاهات أو المعلومات المفيدة، وغالبًا ما تُستخدم فيها الأساليب الإحصائية وتقنيات تعلم الآلة.

The process of analyzing large sets of data to discover patterns, correlations, trends, or useful information, often using statistical methods and machine learning techniques.

1. Process of discovering patternsB2formal

   The computational process of analyzing large datasets to discover patterns, correlations, and insights.

   عملية اكتشاف الأنماط

   • Data mining helps companies understand customer behavior.
   • The researchers used data mining to find trends in health records.
   • Data mining techniques are essential for modern marketing strategies.

2. Extracting useful informationB2formal

   The practice of examining large pre-existing databases to generate new information.

   استخراج المعرفة من البيانات

   • The bank uses data mining to detect fraudulent transactions.
   • Data mining can reveal hidden patterns in sales data.
   • They applied data mining to improve their recommendation system.