Support Vector Machines (SVMs) are Machine Learning algorithms used for classification and regression tasks. SVMs create decision boundaries and maximise the margin between different classes of data. Businesses leverage SVMs for tasks like image classification, text categorisation, and time series analysis.
One-Shot learning is an AI approach that enables models to learn from only one or a few examples. This approach is advantageous in tasks…