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Understanding Machine Learning

Understanding Machine Learning

Dec 23, 2019 by Rafael Harth

My posts on the Machine Learning textbook from Miri's Research Guide.

44Understanding Machine Learning (I)

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25Understanding Machine Learning (II)

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16Understanding Machine Learning (III)

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15UML IV: Linear Predictors

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14UML V: Convex Learning Problems

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13UML VI: Stochastic Gradient Descent

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14UML VII: Meta-Learning

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9UML VIII: Linear Predictors (2)

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13UML IX: Kernels and Boosting

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34A Simple Introduction to Neural Networks

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15UML XI: Nearest Neighbor Schemes

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9UML XII: Dimensionality Reduction

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13UML XIII: Online Learning and Clustering

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