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Good set of exercises with solutions for linear algebra

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#linear-algebra #book-recommendation #machine-learning
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Range of matrix Set builder notation

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#linear-algebra #matrices #machine-learning #math-software
163
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Simple (?) Question on Inner Product in Reproducing Kernel Hilbert Space

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#self-learning #machine-learning #reproducing-kernel-hilbert-spaces
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Why is the risk equal to the empirical risk when taking the expectation over the samples?

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#notation #definition #machine-learning
95
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Understanding a step in a proof involving an empirical process (machine learning)

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#probability-theory #statistics #machine-learning #empirical-processes
71
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derivative for finite positive integral K

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#calculus #integration #derivatives #machine-learning
40
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Computing the probabilty in a binary classification problem

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#probability #statistics #machine-learning
58
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Derivative of autoencoder

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#derivatives #matrix-calculus #machine-learning
253
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Why people like Hoeffding's inequality more than CLT?

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#probability #machine-learning #information-theory
120
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Determining Bayesian Classifier

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#probability #machine-learning #bayesian
130
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Convexity of 0-1 loss

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#convex-optimization #machine-learning
32
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Strange vector valued integral notation

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#multivariable-calculus #notation #machine-learning
144
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Matrix Derivatives In Back-propagation: Matrix times vector

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#calculus #linear-algebra #multivariable-calculus #machine-learning
3.9k
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Perpendicular distance from a hyperplane

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#linear-algebra #geometry #machine-learning
44
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A class of sets "picking out" a set

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#statistics #machine-learning

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