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Looking for data science-oriented "Applied Maths for dummies" summer school

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Naive Bayes Classification Example

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Hierarchical Clustering using Centroids

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K-Means Clustering

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Prove that the Jaccard Similarity of bags is always less than or equal to 1/2

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F-measure of a binary classifier

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Calculate PageRank for small web

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Data set generation

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30
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Analyzing multiple time series describing the same feature

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data analysing graphs from excel

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Proving triangle inequality holds for Jaccard Distance

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Can't understanding information entropy and data compression, for beginners

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#entropy #data-analysis #data-mining #compression
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Converting categorical data to binary variabels

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Derivation of the Chebyshev distance from the Minkowski distance

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Hierarchical Clustering with Ward Distance

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