What is statistical learning?

Statistical learning is a framework in machine learning that uses statistical models to learn from data and make predictions or decisions. It encompasses a wide range of techniques, including regression, classification, and clustering, and is commonly used for tasks such as pattern recognition, data mining, and predictive modeling across various fields like finance, healthcare, and marketing.