10-from-the-perceptron-to-artificial-neural-networks.pdf

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3-feature-extraction-and-preprocessing.pdf

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6-clustering-with-k-means.pdf

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7-dimensionality-reduction-with-pca.pdf

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2-linear-regression.pdf

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4-from-linear-regression-to-logistic-regression.pdf

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5-nonlinear-classification-and-regression-with-decision-trees.pdf

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9-from-the-perceptron-to-support-vector-machines.pdf

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8-the-perceptron.pdf

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1-the-fundamentals-of-machine-learning.pdf

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0-perface.pdf

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