R Training in Delhi | Best R Training Institute in Delhi

Overview
Aedifico offers 6 weeks R Training in Delhi course and is considered to be one of the best R training institute in Delhi. R is a language and environment for statistical computing and graphics, i.e in simple words R is a language for Data Analytics and Data mining. It is is highly extensible and also provides a wide variety of graphical and statistical techniques such as linear and nonlinear modelling, time-series analysis, classification, classical statistical tests, clustering, and many more. One of its strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formula where needed.
R is easily extensible through functions and extensions. Many of R’s standard functions are written in R itself, making it easy for users to follow the algorithmic choices made. For computationally intensive tasks, C, C++, and Fortran code can be linked and called at run time. Advanced users can write C, C++, Java, .NET or Python code to manipulate R objects directly. Due to its S heritage, R has stronger object-oriented programming facilities than most statistical computing languages. All of these is covered in the curriculum of R courses offered by Aedifico – the best R training institute in Delhi.
R is under GNU General Public License in source code form, thus, its available as Free Software. It compiles and runs on a wide variety of UNIX platforms, FreeBSD, Linux, Windows and MacOS.
Speaking of the R environment, R is an integrated suite of software facilities for data manipulation, calculation and graphical display. It includes
an effective data handling and storage facility,
a suite of operators for calculations on arrays, in particular matrices,
a large, coherent, integrated collection of intermediate tools for data analysis,
graphical facilities for data analysis and display either on-screen or on hardcopy, and
a well-developed, simple and effective programming language which includes conditionals, loops, user-defined recursive functions and input and output facilities.
Many users think of R as a statistics system. Rather, Aedifico prefer to think of it as an environment within which statistical techniques are implemented. R can be extended (easily) via packages, which allow specialized statistical techniques, graphical devices, import/export capabilities, reporting tools (knitr, Sweave), etc.
R has its own LaTeX-like documentation format, which is used to supply comprehensive documentation, both on-line in a number of formats and in hardcopy.
Aedifico feels proud in claiming to be the best R training institute in Delhi along with the best MATLAB, ROBOTICS, Machine Learning premium training institute.
Curriculum
Why learn R?
How to install R / R Studio?
How to install R packages?
Basic computations in R
Data Types and Objects in R
Control Structures (Functions) in R
Useful R Packages
Creating functions with default and keyword arguments
Recursion functions
Local and global variables
Creation and deleting vectors
Creating and deleting matrices
Matrix catenations
Matrix Manipulations
Reading data from text file
Reading data from .csv files
Interfacing SQL Database
Working with data and its manipulation
Plotting graphs
Formatting graphs
Histograms and barplots
Finding Mean, variance and deviations
Normalization check
Probability and distribution
Feature Engineering
Label Encoding / One Hot Encoding
Linear Regression
Decision Tree
Random Forest