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This page contains interesting papers we have collected from the web, which are used for our coaching preparations and specific consultancy activities. Download them for free and read them wherever you like!
This cheat sheet gives you syntax summary in R: access help file, access and read data, programming, using mathematical expression, computing basic statistics, manipulate matrix and dataframe (etc)
This cheat sheet is focused on the import and data manipulation in R : read tabular or non tabular data, use tibbles package, reshape your data, handle missing values, expand table (etc)
This document list you by topics all the R packages and functions used in data mining domain
This cheat sheet is focused on the data manipulation in R using the package data.table : create a data.table, subsetting rows, functions, group by , reshape, combine..
This document is a cheat sheet focused on machine learning using R. The list of the packages and functions are discribed but some information and graphics are also provided in order to digest the topics more easily. Main steps of machine learning are explained: prepare data, explore data, create model, fine tune model, compare and assess model
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