Artificial Intelligence 18

• Confusion Matrix and Derived Metrics - Evaluation Metrics Nov 1, 2020
• Logistic Regression - Algorithm Intuition Oct 19, 2020
• Mini-Batch Gradient Descent - Terminologies Oct 9, 2020
• Stochastic Gradient Descent - Terminologies Oct 5, 2020
• Elastic Net Regression - Algorithm Intuition Oct 1, 2020
• Lasso Regression (L1 Regularization) - Algorithm Intuition Sep 27, 2020
• Mode - Statistical Concepts Sep 26, 2020
• Median - Statistical Concepts Sep 21, 2020
• Mean (Average) - Statistical Concepts Sep 16, 2020
• Batch Gradient Descent - Terminologies Sep 12, 2020
• Ridge Regression (L2 Regularization) - Algorithm Intuition Sep 6, 2020
• Polynomial Regression - Algorithm Intuition Sep 3, 2020
• R-Squared (R²) - Coefficient of Determination - Evaluation Metrics Aug 25, 2020
• Adjusted R-Squared (Adjusted R²) - Evaluation Metrics Aug 25, 2020
• Root Mean Squared Error (RMSE) - Evaluation Metrics Aug 22, 2020
• Mean Squared Error (MSE) - Evaluation Metrics Aug 21, 2020
• Mean Absolute Error (MAE) - Evaluation Metrics Aug 19, 2020
• Linear Regression - Algorithm Intuition Aug 16, 2020