MACHINE LEARNING Article List

Articles → MACHINE LEARNING


Sub Category: Introduction
01	Introduction To Machine Learning
02	Terminologies Used In Machine Learning
Sub Category: Regression Algorithms
03	Simple Linear Regression Algorithm In Machine Learning
04	Mean Squared Error (MSE) Metric In Regression Algorithms Of Machine Learning
05	Root Mean Squared Error (RMSE) Metric In Regression Algorithms Of Machine Learning
06	Multiple Linear Regression Algorithm In Machine Learning
07	Binomial Logistic Regression Algorithm
08	Multiple Logistic Regression Algorithm In Machine Learning
Sub Category: Classifier Algorithms
09	Tree-Based Algorithm In Machine Learning
10	Entropy In Machine Learning
11	Information Gain In Machine Learning
12	Gini Index In Machine Learning
13	Decision Tree Algorithm In Machine Learning
14	Variance Reduction Splitting Criteria In The Decision Tree For Regression Problems
Sub Category: Other
15	Confusion Matrix In Machine Learning
16	Ensemble Learning In Machine Learning
17	Hyperparameters In Machine Learning
18	Models In Machine Learning
19	Loss Function In Machine Learning
20	Bayes Theorem In Machine Learning
21	Naïve Assumption In Machine Learning
22	Perceptron In Machine Learning
23	Linear Equation
24	2D Space, 3D Space, Higher-Dimensional Spaces In Machine Learning
25	Decision Boundary In Machine Learning
26	Classification Report In Machine Learning
27	One-Hot Encoding And Label Encoding In Machine Learning