Machine Learning

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Machine Learning by Mind Map: Machine Learning

1. Supervised

1.1. Classifcation

1.1.1. Logistic regression

1.1.2. SVM

1.1.3. KNN

1.1.4. DT

1.1.5. RF

1.2. Regression

1.2.1. Linear regression

1.2.2. polynomial regression

1.2.3. SGDRegressor

1.2.4. Ridge

2. Unsupervised

2.1. Clusturing

2.1.1. Hiérarchique

2.1.1.1. divisiv

2.1.1.2. agglomérative

2.1.2. partitionnelle

2.1.2.1. Kmeans

2.2. Recommander system

2.2.1. Apriori

2.3. Dimensionaly reduction

2.3.1. PCA