Support Vector Machine (SVM)

Keywords:, support vectors, hyperplane, margin, primal & dual problem, kernel.

Classification

Keywords: classifiers, performance measures, cross validation, confusion matrix, precision & recall, ROC, FN, FP, TP, TN, OvA, OvO

Training Models

Keywords: closed-form, Gradient Descent, Polynomial Features, Logistic Regression, sigmoid

Deep Learning