Machine Learning

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Machine Learning by Mind Map: Machine Learning

1. Clustering

1.1. K-Medians

1.2. K-Medoids

1.3. K-Means

1.4. Fuzzy C-Means

1.5. Hierarchical Clustering

1.6. Decision Tree (CHAID)

2. Generation

2.1. Hidden Markov Models

2.2. RNNs

3. Regression

3.1. Lasso, Ridge & Elastic Net

3.2. Neural Network Regressor

3.3. KNN Regression

3.4. Linear Regression

3.5. Multivariate Regression

3.6. Polynomial Regression

3.7. Naive Bayes

3.8. Random Forest

3.9. Support Vector Regression

3.10. Decision Tree (CART)

4. Classification

4.1. Random Forest

4.2. Decision Tree (ID3)

4.3. Logistic Regression

4.4. Multiclass Classification

4.5. Naive Bayes Classifier

4.6. Decision Tree (CART)

4.7. Kernalized SVMs

4.8. Linear SVMs

4.9. Neural Networks

4.10. Neural Network Classifier

4.11. GBM

4.12. CNN