Machine Learning

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Machine Learning by Mind Map: Machine Learning

1. Sigmoid hypothesis

2. Tasks

2.1. Supervised

2.1.1. Classification

2.1.1.1. Regularized Logistic Regression

2.1.1.1.1. Cost function

2.1.1.1.2. Gradient

2.1.1.1.3. Regularization

2.1.1.2. Logistic Regression

2.1.1.3. Gradient Descent)

2.1.1.3.1. Гипотеза h(theta)

2.1.1.3.2. Theta

2.1.1.3.3. Regularization

2.1.1.3.4. функция потери J(theta)

2.2. Regression

2.3. Unsupervised