Support Vector Machines (SVMs) are powerful tools in the world of machine learning, known for their versatility in classification tasks. In this comprehensive blog post, we’ll unravel the inner workings of SVMs, understand their core concepts, explore various SVM algorithms, and discover real-world applications.