Machine Learning Mind Map

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MACHINE  LEARNING

Statistical Methods in Machine Learning

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Linear Transformations

Non-linear Transformations

Binary Classification

Clustering

Multiclass Classification

NLP

Univariate Regression

Multivariate Regression

Unsupervised

Supervised

Models

Regression

Tree-Based Models

Neural Networks

General

Undersampling

Oversampling