data.table for beginners (II)
By
kassambara,
The
in R Conference
data.table for beginners II
Source: useR 2017!
Source: useR 2017!
Articles - useR 2017
data.table for Beginners (I)
By
kassambara,
The
in R Conference
data.table for beginners I.
Source: useR 2017
Source: useR 2017
Introduction to parallel computing with R
By
kassambara,
The
in R Conference
Introduction to parallel computing with R
Source: useR 2017
Source: useR 2017
Parallel Computation in R: What We Want, and How We Get It
By
kassambara,
The
in R Conference
This era of Big Data has been a challenge for R users. First there were issues with address spaces restrictions in R itself. Though this problem has been (mostly) solved, major issues remain in terms... [Read more]
Interactive and Reproducible Research for RNA Sequencing Analysis
By
kassambara,
The
in R Conference
Next generation sequencing technologies, such as RNA-Seq, generate tens of millions of reads to define the expression levels of the features of interest.
A wide number and variety of... [Read more]
A wide number and variety of... [Read more]
Stochastic Gradient Descent Log-Likelihood Estimation in the Cox Proportional Hazards Model
By
kassambara,
The
in R Conference
In the last decade, the volume of data have grown faster then the speed of processors. In this situation the statistical machine learnig methods have become more limited by the computations time than... [Read more]
ODBC - A Modern Database Interface
By
kassambara,
The
in R Conference
Getting data into and out of databases is one of the most fundamental parts of data science.
Much of the world's data is stored in databases, including traditional databases such as SQL... [Read more]
Much of the world's data is stored in databases, including traditional databases such as SQL... [Read more]
R-based Computing with Big Data on Disk
By
kassambara,
The
in R Conference
A common challenge in many areas of data science is the proliferation of large and heterogeneous datasets, stored in disjoint files and specialized formats, and exceeding the available memory of a... [Read more]
implyr: A dplyr Backend for a Apache Impala
By
kassambara,
The
in R Conference
This talk introduces implyr, a new dplyr backend for Apache Impala.
Impala is a massively parallel processing query engine that enables low-latency SQL queries on data stored in the Hadoop... [Read more]
Impala is a massively parallel processing query engine that enables low-latency SQL queries on data stored in the Hadoop... [Read more]
Dose-response Analysis Using R I
By
kassambara,
The
in R Conference
This article contains a video describing how to perform dose-response analysis using R.
Source: International R User 2017 Conference
Source: International R User 2017 Conference