Page Index - 1siddhi7/Learning-From-Data GitHub Wiki

27 page(s) in this GitHub Wiki:

• Home
• a) Introduction -Introduction)
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• b) Perceptron Learning Algorithm -Perceptron-Learning-Algorithm)
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• c) Hoeffding's Inequality -Hoeffding's-Inequality)
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• d) Pocket Learning Algorithm -Pocket-Learning-Algorithm)
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• e) Linear Regression -Linear-Regression)
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• f) Non Linear Transformation -Non-Linear-Transformation)
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• g) Logistic Regression -Logistic-Regression)
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• h) Bias Variance tradeoff -Bias-Variance-tradeoff)
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• i) Neural Networks -Neural-Networks)
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• j) Overfitting, Regularization and Validation -Overfitting,-Regularization-and-Validation)
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• k) Support Vector Machines (SVM) -Support-Vector-Machines-(SVM))
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• l) Kernels -Kernels)
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• m) Radial basis function -Radial-basis-function)
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