Machine learning (ML) has become a cornerstone of modern technology, driving innovation and enabling advancements across various industries. It provides the computational backbone for tasks ranging from personalized recommendations to autonomous vehicles. This article delves into the different types of machine learning algorithms, exploring their mechanisms, applications, and the real-world problems they solve. Types of…