Math

Basic topics of statistical learning.
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tSNE.
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Linear regression Test linear moedel One-way ANOVA Linear regression lm(y ~ x1 + x2 + x3) # multiple linear regression lm(log(y) ~ …
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Pure math for linear regression model.
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Principal component analysis.
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One-way ANOVA Sources One-way ANOVA variance = SS/df, where SS - sum of squares and df - degree of freedom \(SS = …
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Elbow method Average silhouette method Gap statistic method Using NbCLust Sources Elbow method The basic idea is to find minimal the …
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Exploratory analysis in R.
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Compare Models And Select The Best Using The Caret R Package.
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Gradient Boosting Machine
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