Machine Learning, Data Science, Data Scientist, Mlops, Algorithms.
regression tasks. They work well for complex datasets. SVM constructs a hyperplane (or set of hyperplanes) in a high-dimensional space to separate different classes. It aims to find the best margin (distance between the line and the nearest points of each class, known as support vectors) that