Webinar : Introduction to R Programming and Machine LearningEdureka!
'Business Analytics with 'R' at Edureka will prepare you to perform analytics and build models for real world data science problems. It is the world’s most powerful programming language for statistical computing and graphics making it a must know language for the aspiring Data Scientists. 'R' wins strongly on Statistical Capability, Graphical capability, Cost and rich set of packages.
The topics covered in the presentation are:
1.What is R
2.Domains and Companies in which R is used
3.Characteristics of R
4.Get an Overview of Machine Learning
5.Understand the difference between supervised and unsupervised learning
6.Learn Clustering and K-means Clustering
7.Implement K-means Clustering in R
8.Google Trends in R
Basic introduction to "R", a free and open source statistical programming language designed to help users analyze data sets by creating scripts to increase automation. The program can also be used as a free substitute for Microsoft Excel.
Very brief introduction to R software that I have presented at UNISZA. No R codes and No Statistical Contents. Basically for those who just heard about R software for the first time
Webinar : Introduction to R Programming and Machine LearningEdureka!
'Business Analytics with 'R' at Edureka will prepare you to perform analytics and build models for real world data science problems. It is the world’s most powerful programming language for statistical computing and graphics making it a must know language for the aspiring Data Scientists. 'R' wins strongly on Statistical Capability, Graphical capability, Cost and rich set of packages.
The topics covered in the presentation are:
1.What is R
2.Domains and Companies in which R is used
3.Characteristics of R
4.Get an Overview of Machine Learning
5.Understand the difference between supervised and unsupervised learning
6.Learn Clustering and K-means Clustering
7.Implement K-means Clustering in R
8.Google Trends in R
Basic introduction to "R", a free and open source statistical programming language designed to help users analyze data sets by creating scripts to increase automation. The program can also be used as a free substitute for Microsoft Excel.
Very brief introduction to R software that I have presented at UNISZA. No R codes and No Statistical Contents. Basically for those who just heard about R software for the first time
Basic tutorial for R programming. this video contains lot of information about r programming like
agenda
history
SOFTWARE PARADIGM
R interface
advantages of r
drawbacks of r
Basic of R Programming Language,
Introduction, How to run R, R Sessions and Functions, Basic Math, Variables, Data Types, Vectors, Conclusion, Advanced Data Structures, Data Frames, Lists, Matrices, Arrays, Classes
Basic of R Programming Language
R is a programming language and environment commonly used in statistical computing, data analytics and scientific research.
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
Basic tutorial for R programming. this video contains lot of information about r programming like
agenda
history
SOFTWARE PARADIGM
R interface
advantages of r
drawbacks of r
Basic of R Programming Language,
Introduction, How to run R, R Sessions and Functions, Basic Math, Variables, Data Types, Vectors, Conclusion, Advanced Data Structures, Data Frames, Lists, Matrices, Arrays, Classes
Basic of R Programming Language
R is a programming language and environment commonly used in statistical computing, data analytics and scientific research.
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
for beginners, providing thorough training in areas such as SEO, digital communication marketing, and PPC training in Noida. After finishing the program, students receive the certifications recognised by top different universitie, setting a strong foundation for a successful career in digital marketing.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
2. GROUP CODE :
PRESENTED BY :
Group Members Name Roll No
Kamini Jain AL26
Shwet Dadhaniya AL15
Mahesh Chauhan AL10
Hardik Padhiyar AL44
Mehul Narnavre AL40
Khemchand Chaurasiya AL13
3. Index
What is R?
What is RStudio?
Steps for Data Analysis with R
Features of R
Applications of R
Advantages of R
Why learn R?
Scope of using R
R Alternatives
Comparision of R with other Languages
Rank of R
Companies using R
Installing R & RStudio on Windows PC
R Console Layout
RStudio Layout
4. What is R?
R is a programming language and free software environment for statistical
computing and graphics supported by the R Foundation for Statistical
Computing.
It is one of the most popular languages used by researchers and marketers
to retrieve, clean, analyze, visualize and present data.
Designed by “Ross Ihaka” and ”Robert Gentleman” in New Zealand.
Developed by “R Core Team”.
Extensions of R files are “.r”, “.R”, “.Rdata”, “.rds”, “.rda”.
R has a command line interface, there are several graphical user interfaces,
such as RStudio, an IDE.
It is a GNU project which is similar to the S language.
Facilities for data manipulation, calculation and graphical display.
R is statistical software which is used for data analysis. Hom
e
5. What is RStudio?
Free and Open-Source (IDE) for R, a programming language for statistical
computing and graphics.
Founded by JJ Allaire.
RStudio is available in two editions:
• RStudio Desktop, where the program is run locally as a regular desktop
application.
• RStudio Server, which allows accessing RStudio using a web browser while it is
running on a remote Linux server.
RStudio is available in open source and commercial editions and runs on the
desktop (Windows, macOS, and Linux) or in a browser connected to RStudio Server
or RStudio Server Pro (Debian, Ubuntu, Red Hat Linux, CentOS, openSUSE and SLES).
Rstudio is written in Java, C++, JavaScript.
Website : www.rstudio.com
Hom
e
6. Steps for Data Analysis with R
Program: R is a clear and accessible programming tool.
Transform: R is made up of a collection of libraries designed specifically for data
science.
Discover: Investigate the data, refine your hypothesis and analyze them.
Model: R provides a wide array of tools to capture the right model for your data.
Communicate: Integrate codes, graphs, and outputs to a report with R Markdown or
build Shiny apps to share with the world.
Hom
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7. Features of R
Open Source
Integrating with other Programming Language
OS Independence
Command line Driven
Powerful, easy to learn syntax with many built in statistical functions
Effective data handling and storage facility
Provides a large, coherent and integrated collection of tools for data analysis
Provides a suite of operators for calculations on arrays, lists, vectors and matrices
Hom
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8. Applications of R
Geosciences
Water resources
Environmental science
Agriculture and soil science
Mathematics and statistics
Ecology
Geodesy
The exploitation of fossile fuels
Meteorology Hom
e
16. Installing R & RStudio on Windows PC
Steps for Installing R on Windows PC :
Open an internet browser and go to ”www.r-project.org”.
Click the "download R" link in the middle of the page under "Getting Started."
Select a CRAN location (a mirror site) and click the corresponding link.
Click on the "Download R for Windows" link at the top of the page.
Click on the "install R for the first time" link at the top of the page.
Click "Download R for Windows" and save the executable file somewhere on your
computer. Run the .exe file and follow the installation instructions.
Now that R is installed, you need to download and install RStudio.
Steps for Installing RStudio on Windows PC :
Go to ”www.rstudio.com” and click on the "Download RStudio" button.
Click on "Download RStudio Desktop“.
Click on the version recommended for your system, or the latest Windows version,
and save the executable file. Run the .exe file and follow the installation
instructions. Hom
