LESSWRONGUnderstanding Machine Learning
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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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24Understanding Machine Learning (II)
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4
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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32A 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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22UML final
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1