Support Vector Machines (SVMs) – A Must Have ML Algorithm
A Support Vector Machine (SVM) is powerful and flexible Machine Learning algorithm. It can work on dataset of small or medium size (say, 100 to 10K datapoints). Many major ML tasks - Regression, Classification and outlier detection can be achieved using SVMs.