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Clusters of Texts
(This article was first published on R-english – Freakonometrics, and kindly contributed to R-bloggers) Another popular application of classification techniques is on texmining (see e.g. an old post...
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Clustering French Cities (based on Temperatures)
(This article was first published on R-english – Freakonometrics, and kindly contributed to R-bloggers) In order to illustrate hierarchical clustering techniques and k-means, I did borrow François...
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Large scale eigenvalue decomposition and SVD with rARPACK
(This article was first published on Yixuan's Blog - R, and kindly contributed to R-bloggers) In January 2016, I was honored to receive an “Honorable Mention” of the John Chambers Award 2016. A Short...
View ArticleNairobi Data Science Meet Up:Finding deep structures in data with Chris Orwa
(This article was first published on R – Data Science Africa, and kindly contributed to R-bloggers) I sat down with former rugby school captain whose rugby career was cut short by a shoulder injury...
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Principal Component Analysis using R
(This article was first published on Data Perspective, and kindly contributed to R-bloggers) Curse of Dimensionality:One of the most commonly faced problems while dealing with data analytics problem...
View ArticleNairobi Data Science Meetup: Paradigm Shift in Research with Samuel Kamande
(This article was first published on R – Data Science Africa, and kindly contributed to R-bloggers) Samuel Kamande is a Data Scientist at Nielsen and his presentation will focus on “Paradigm Shift in...
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Are you doing parallel computations in R? Then use BiocParallel
(This article was first published on Fellgernon Bit - rstats, and kindly contributed to R-bloggers) It’s the morning of the first day of oral conferences at #ENAR2016. I feel like I have a spidey...
View ArticlePerform co-operations with the coop package
(This article was first published on R – librestats, and kindly contributed to R-bloggers) About The coop package does co-operations: covariance, correlation, and cosine, and it does them quickly. The...
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R benchmark for High-Performance Analytics and Computing (I)
(This article was first published on Blog – ParallelR, and kindly contributed to R-bloggers) Objectives of Experiments R is more and more popular in various fields, including the high-performance...
View Article“Data Mining with R” Course | May 17-18
(This article was first published on MilanoR, and kindly contributed to R-bloggers) The two-days course Data Mining with R, is organized by the R training and consulting company Quantide. Next live...
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Principal Components Regression, Pt.1: The Standard Method
(This article was first published on R – Win-Vector Blog, and kindly contributed to R-bloggers) In this note, we discuss principal components regression and some of the issues with it: The need for...
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Principal Components Regression in R, an operational tutorial
(This article was first published on Revolutions, and kindly contributed to R-bloggers) John Mount Ph. D.Data Scientist at Win-Vector LLC Win-Vector LLC's Dr. Nina Zumel has just started a two part...
View ArticleIP string to integer conversion with Rcpp
(This article was first published on Opiate for the masses, and kindly contributed to R-bloggers) IP address conversion At work I recently had to match data on IP addresses and some fuzzy timestamp...
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RTCGA factory of R packages – Quick Guide
(This article was first published on r-addict.com, and kindly contributed to R-bloggers) Yesterday we have been delivered with the new version of R – R 3.3.0 (codename Supposedly Educational). This...
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Installing WVPlots and “knitting R markdown”
(This article was first published on R – Win-Vector Blog, and kindly contributed to R-bloggers) Some readers have been having a bit of trouble using devtools to install WVPlots. I thought I would...
View ArticleTutorial: GitHub for Data Scientists without the Terminal
(This article was first published on R – Modern Data, and kindly contributed to R-bloggers) Git and GitHub are indispensable tools for anyone analysing data, developing software or disseminating...
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Principal Components Regression, Pt. 2: Y-Aware Methods
(This article was first published on R – Win-Vector Blog, and kindly contributed to R-bloggers) In our previous note, we discussed some problems that can arise when using standard principal components...
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Principal Components Regression, Pt. 3: Picking the Number of Components
(This article was first published on R – Win-Vector Blog, and kindly contributed to R-bloggers) In our previous note we demonstrated Y-Aware PCA and other y-aware approaches to dimensionality...
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Building the Data Matrix for the Task at Hand and Analyzing Jointly the...
(This article was first published on Engaging Market Research, and kindly contributed to R-bloggers) Someone decided what data ought to go into the matrix. They placed the objects of interest in the...
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What are the Best Machine Learning Packages in R?
Guest post by Khushbu Shah The most common question asked by prospective data scientists is – “What is the best programming language for Machine Learning?” The answer to this question always results...
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