This document provides an overview of the R programming language. It discusses R's history, introduction, basics, data types, operators, control statements, functions, plotting features, comparisons to other languages like Python and Java, advantages like being open source and supporting data analysis and statistics, and disadvantages such as a complicated language. The document serves as an introduction to R programming.
This hands-on R course will guide users through a variety of programming functions in the open-source statistical software program, R. Topics covered include indexing, loops, conditional branching, S3 classes, and debugging. Full workshop materials available from http://projects.iq.harvard.edu/rtc/r-prog
The presentation is a brief case study of R Programming Language. In this, we discussed the scope of R, Uses of R, Advantages and Disadvantages of the R programming Language.
This hands-on R course will guide users through a variety of programming functions in the open-source statistical software program, R. Topics covered include indexing, loops, conditional branching, S3 classes, and debugging. Full workshop materials available from http://projects.iq.harvard.edu/rtc/r-prog
The presentation is a brief case study of R Programming Language. In this, we discussed the scope of R, Uses of R, Advantages and Disadvantages of the R programming Language.
In this tutorial, we learn to create variables in R. Followed by that, we explore the different data types including numeric, integer, character, logical and date/time.
You can get clear knowledge about the functional dependencies in "Normalization". And also the rules, types of FDs and finally the closure and its applications
It is one of the Best Presentation on the topic "R Programming" having interesting Slides consisting of Amazing Images & Very Useful Information. It also have Transitions & Animation which makes the Presentation more Interesting & Attractive.
Created By - Abhishek Pratap Singh (Aps)
Overview and about R, R Studio Installation, Fundamentals of R Programming: Data Structures and Data Types, Operators, Control Statements, Loop Statements, Functions,
Descriptive Analysis using R: Maximum, Minimum, Range, Mean, Median and Mode, Variance, Standard Deviation, Quantiles, IQR, Summary
A database management system (DBMS) is a collection of programs that enables users to create and maintain databases and control all access to them. The primary goal of a DBMS is to provide an environment that is both convenient and efficient for users to retrieve and store information.
R Programming For Beginners | R Language Tutorial | R Tutorial For Beginners ...Edureka!
This Edureka R Programming Tutorial For Beginners (R Tutorial Blog: https://goo.gl/mia382) will help you in understanding the fundamentals of R and will help you build a strong foundation in R. Below are the topics covered in this tutorial:
1. Variables
2. Data types
3. Operators
4. Conditional Statements
5. Loops
6. Strings
7. Functions
In this tutorial, we learn to create variables in R. Followed by that, we explore the different data types including numeric, integer, character, logical and date/time.
You can get clear knowledge about the functional dependencies in "Normalization". And also the rules, types of FDs and finally the closure and its applications
It is one of the Best Presentation on the topic "R Programming" having interesting Slides consisting of Amazing Images & Very Useful Information. It also have Transitions & Animation which makes the Presentation more Interesting & Attractive.
Created By - Abhishek Pratap Singh (Aps)
Overview and about R, R Studio Installation, Fundamentals of R Programming: Data Structures and Data Types, Operators, Control Statements, Loop Statements, Functions,
Descriptive Analysis using R: Maximum, Minimum, Range, Mean, Median and Mode, Variance, Standard Deviation, Quantiles, IQR, Summary
A database management system (DBMS) is a collection of programs that enables users to create and maintain databases and control all access to them. The primary goal of a DBMS is to provide an environment that is both convenient and efficient for users to retrieve and store information.
R Programming For Beginners | R Language Tutorial | R Tutorial For Beginners ...Edureka!
This Edureka R Programming Tutorial For Beginners (R Tutorial Blog: https://goo.gl/mia382) will help you in understanding the fundamentals of R and will help you build a strong foundation in R. Below are the topics covered in this tutorial:
1. Variables
2. Data types
3. Operators
4. Conditional Statements
5. Loops
6. Strings
7. Functions
These Lecture series are relating the use R language software, its interface and functions required to evaluate financial risk models. Furthermore, R software applications relating financial market data, measuring risk, modern portfolio theory, risk modeling relating returns generalized hyperbolic and lambda distributions, Value at Risk (VaR) modelling, extreme value methods and models, the class of ARCH models, GARCH risk models and portfolio optimization approaches.
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This was a talk that I gave at CERN at the Inter-experimental Machine Learning (IML) Working Group Meeting in April 2017 about language-agnostic (or polyglot) analysis workflows. I show how it is possible to work in multiple languages and switch between them without leaving the workflow you started. Additionally, I demonstrate how an entire workflow can be encapsulated in a markdown file that is rendered to a publishable paper with cross-references and a bibliography (and with raw LaTeX file produced as a by-product) in a simple process, making the whole analysis workflow reproducible. For experimental particle physics, ROOT is the ubiquitous data analysis tool, and has been for the last 20 years old, so I also talk about how to exchange data to and from ROOT.
R is a Multi-paradigm programming language designed by Ross Ihaka and Robert Gentleman. R programming language is also a software environment for statistical computing and graphics which was developed by R core team. The R course is commonly used in statisticians and miners to develop data analysis as well as statistical software. R language can be well understood by R course online.
The R language is a project designed to create a free, open source language which can be used as a replacement for the S-PLUS language, originally developed as the S language at AT&T Bell Labs, and currently marketed by Insightful Corporation of Seattle, Washington. R is an open source implementation of S, and differs from S-plus largely in its command-line only format.
Topics Covered:
1.Introduction to R
2.Installing R
3.Why Learn R
4.The R Console
5.Basic Arithmetic and Objects
6.Program Example
7.Programming with Big Data in R
8.Big Data Strategies in R
9.Applications of R Programming
10.Companies Using R
11.What R is not so good at
12.Conclusion
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
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Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
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Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
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This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
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The Benefits and Techniques of Trenchless Pipe Repair.pdf
R programming Language
1. By – Sarthak Bhargava |
17100BTCSE01269
Topic : R - Programming
Shri Vaishnav Vidyapeeth
Vishwavidyalaya
2. TABLE OF CONTENTS
• History
• Introduction
• R Basics
• Download and Install R
• GUI /IDE
• Datatypes and Operators
• Conditional Statements and Loops
• Functions
• Plotting
• Features
• Comparison with other programming languages
• Merits / Advantages
• Demerits / Disadvantages
• Conclusion
3. History
R is an implementation of the S programming
language combined with lexical scoping semantics, inspired
by Scheme. S was created by John Chambers in 1976, while
at Bell Labs. There are some important differences, but much
of the code written for S runs unaltered.
R was created by Ross Ihaka and Robert Gentleman at
the University of Auckland, New Zealand, and is currently
developed by the R Development Core Team (of which
Chambers is a member). R is named partly after the first names
of the first two R authors and partly as a play on the name of S.
The project was conceived in 1992, with an initial version
released in 1995 and a stable beta version (v1.0) on 29th
February, 2000.
4. Introduction
R is a programming language and software environment for statistical
computing and graphics. The R language is widely used among statisticians
and data miners for developing statistical software and dataanalysis.
It compiles and runs on a wide variety of UNIX platforms, Windows and Mac
OS. R can be downloaded and installed from CRAN website , CRAN stands
for Comprehensive R Archive Network.
5. R Basics
Download and Install R –
1. Download R from (direct download link) –
https://cran.r-project.org/bin/windows/base/R-3.6.3-win.exe
2. Run exe file
-> Select language
-> Select Location
-> Select Component
-> Select startup option
-> After installation click Finish
GUI / IDE
There are many GUI to use R language such as R studio, pycharm etc.
For this ppt, I am going to use pycharm, To use R programming in pycharm Download and install R
plugin and create R project.
( Images at Next Side)
7. Datatypes in R and Operators
R supports various basic Datatype such as Integer,Complex, Boolean, Character etc. and R also support some
objects called R-Object which are –
1. Vectors -Vector is a sequence of data elements of the same basic type.
2. Lists – List is GenericVector.
3. Matrices – It is a collection of data elements arranged in a two-dimensional rectangular layout
4. Arrays – Arrays are the R data objects which can store data in more than two dimensions.
5. Factors – Factors are the data objects which are used to categorize the data and store it as levels.They
can store both strings and integers.
6. Data Frames - A data frame is a table or a
two-dimensional array-like structure in
which each column contains values of
one variable and each row contains one
set of values from each column.
R supports all operator (like other
Programming languages) and have some
more like “<-” which is also assignment
operator
8. Conditional Statements / Control Statements
–
1. If – An if statement consists of a Boolean
expression followed by one or more statements.
2. if…..else – An if statement can be followed by an
optional else statement, which executes when the
Boolean expression is false.
3. switch – A switch statement allows a variable to be
tested for equality against a list of values.
Loops –
1. repeat - Executes a sequence of statements
multiple times and abbreviates the code that
manages the loop variable.
2. while - Repeats a statement or group of
statements while a given condition is true. It tests
the condition before executing the loop body.
3. for - Like a while statement, except that it tests the
condition at the end of the loop body.
Control Statements and loops
Control statements with output
for loop with output
while loop with outputrepeat loop with output
9. Functions
An R function is created by using the keyword function. The basic syntax of an R function definition is as follows −
function_name <- function(arg_1,arg_2 , …..){
Function_body
return_value
}
The different parts of a function are −
1. Function Name − This is the actual name of the function. It is stored in R environment as an object with this name.
2. Arguments − An argument is a placeholder. When a function is invoked, you pass a value to the argument.
Arguments are optional; that is, a function may contain no arguments. Also arguments can have default values.
3. Function Body − The function body contains a collection of statements that defines what the function does.
4. Return Value − The return value of a function is the last expression in the function body to be evaluated.
Some of R built-in functions are –
1. c() – This is a generic function which combines its arguments.
2. seq() – Create Sequence of Number
3. mean() – Give mean of argument
4. sum() – Give Sum of arguments
5. plot() – Plot graph of argument
11. As stated earlier, R is a programming language and software environment for
statistical analysis, graphics representation and reporting. The following are the
important features of R −
• R is a well-developed, simple and effective programming language which includes conditionals,
loops, user defined recursive functions and input and output facilities.
• R has an effective data handling and storage facility,
• R provides a suite of operators for calculations on arrays, lists, vectors and matrices.
• R provides a large, coherent and integrated collection of tools for data analysis.
• R provides graphical facilities for data analysis and display either directly at the computer or printing
at the papers.
Features of R
12. Comparison with other languages
R Python Java
First appeared in 1993 First appeared in 1991 First appeared in 1995
It has more functions and
packages.
It has less functions and
packages.
It has large number of inbuilt
functions and packages.
It is an interpreter base
language
It is an interpreter base
language.
It is interpreter and compiled
based language.
It is statistical design and
graphics Programming
language.
It is general purpose language
It is general purpose
Programming language
designed for web applications
It is difficult to learn and
understand.
It is easy to understand..
It is easy to learn and
understand.
R is mostly use for data
analysis.
Generic programming, tasks such
as design of softwares.
Java is mostly used in design
of windows applications and
web
13. Merits / Advantages
1. Open Source
2. Exemplary Support for Data Wrangling
3. The Array of Packages
4. Quality Plotting and Graphing
5. Highly Compatible
6. Platform Independent
7. Eye-Catching Reports
8. Machine Learning Operations
9. Statistics
10. Continuously Growing
14. Demerits / Disadvantages
1. Weak Origin
2. Data Handling
3. Basic Security
4. Complicated Language
5. Lesser Speed
6. Spread Across various Packages
15. Conclusion
• R is a OOPs Programming language which is mostly used by data
analytics and data scientists.
• R is Interpreted language having some syntax of java as well as
Python.
• R supports all datatype and supports different data-structures called
R-objects
• R is mostly used for Plotting Purposes.
• R mostly use Functions and packages.
At last R provides us an Eye-Catching Reports and can easily plot graph
of given data which is easy to read and understand, this is also a reason
why it is soo popular,