Materials for teaching

r studio assignment help

RStudio offers several resources to make it easier for you to teach R, ranging from semester-long courses to more intense (but much shorter) workshops.

Most teachers enjoy developing their own instruction materials, but the need for exercises, homework, exams, slides, and other supporting materials make this a big job. Below are some open source materials developed at RStudio and elsewhere that you can freely adapt and use for your R teaching.

Get a complete data science course in a box . Data Science in a Box contains the complete materials for teaching a semester-long introductory data science course. The “box” contains materials for an undergraduate level introductory data science course, such as slide decks, homework assignments, guided labs, sample exams, a final project assignment, as well as materials for instructors such as pedagogical tips, information on computing infrastructure, technology stack, and course logistics. The website exposes the source materials that live in a GitHub repository and use datasets from the dsbox package .

Teach with STAT 545 . STAT 545 is a course in data wrangling, analysis, and exploration in R with RStudio. Although the course was designed as a graduate-level, semester-long introduction to data science by Dr. Jennifer (Jenny) Bryan , the free online materials Jenny developed have been a valuable resource for self-directed learners and other educators. In Jenny’s own words, STAT 545 was designed to teach “everything that comes up during data analysis except for statistical modelling and inference ." The education team at RStudio has recently ported the original materials into a modern and more maintainable bookdown website .

Use R for Data Science in the classroom. Many educators use the free online book R for Data Science as a course textbook. There is also an R for Data Science Instructor’s Guide , which contains notes for people teaching R for Data Science with each chapter’s learning objectives and key points. The “unofficial” R4DS Solutions Manual , a community resource developed by and for educators, is also helpful if you want to use R4DS in the classroom.

Many of you may have taken workshops from the RStudio team, but did you know that all of RStudio’s workshop materials are available for you to use in your own workshops? Below are a few of the more popular workshop respositories proven popular with teachers:

Teach the Tidyverse. Master the Tidyverse is an award-winning two-day introduction to doing data science with the Tidyverse . This repository contains instructor materials (Keynote slides and exercises) for teaching this workshop. You can teach the workshop as is, adapt it to your needs, or divide it into two one day workshops: Welcome to the Tidyverse , which covers Exploratory Data Analysis, and Data Wrangling with the Tidyverse . See the README for teaching tips.

Teach Shiny. This workshop is designed for those who want to up their teaching Shiny game, and is particularly aimed at training partners who want to qualify as an RStudio Certified Shiny Instructor and at those who are R and Shiny advocates in their organizations.

Teach R Markdown. If you want to teach R Markdown, we have designed several workshops for teaching the basics to the more advanced topics. You can find the materials for a full two-day workshop on Advanced R Markdown ( source ), a four-hour introductory workshop on R Markdown for Medicine ( source ) aimed at clinical researchers, and a full-day workshop on Communicating with R Markdown ( source ).

Teach everything else! At the RStudio Education GitHub Organization instructors can find the materials for all workshops taught by the RStudio Education team. All of these workshop materials are openly-licensed and freely-available for reuse. Please follow the reuse guidelines outlined in the licenses in the specific repositories, and enjoy leveraging quality teaching materials designed and developed by our team!

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R programming existed as one of the oldest programming languages in the world. With the sudden boom in data science, it has gained immense popularity and students want to understand the subject thoroughly. But R is not an easy language and students need a lot of time to get command over this language. That is the reason students are always on the lookout for expert R help online.

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R is a programming language and software package setting for applied mathematics analysis, graphics illustration, and coverage. The core of R is an interpreted computer language that permits branching and iteration like programming exploitation functions. R permits integration with the procedures written within the C, C++, .Net, Python, or algebraic language. R is a well-developed, easy and effective programming language with good data handling and storage facility It also provides a collection of operators for calculations on arrays, lists, vectors, and matrices.

R is not only used in academics, but many large companies like Google, Uber, Airbnb, Facebook use an R programming language in their products. The most frequent use of R programming is data analysis. Data analysis with R is done in a step-by-step manner like programming, transforming, discovering, modeling, and communicating with the result. Apart from data analysis, R programming is also used for statistical inference and machine learning algorithms.

Being a complex programming language, students always face challenges while working with the R language. It is very tough to learn and understand complicated statistical tools and techniques used by R as a coding language. Let us go through some of the key topics in R where students find a hard time working with.

Key Topics in R

Let us understand some of the key topics of R programming language below:

ML Algorithms in R Programming

Below are the 6 common machine learning algorithms which are applied using R programming language-

Advantages and Features of R programming language

R is one of the most used programming languages for statistical and analysis purposes. But just like every other programming language, R has its own set of advantages. Check out some of this advantages in detail below:

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Hands-On Programming with R

A installing r and rstudio.

To get started with R, you need to acquire your own copy. This appendix will show you how to download R as well as RStudio, a software application that makes R easier to use. You’ll go from downloading R to opening your first R session.

Both R and RStudio are free and easy to download.

A.1 How to Download and Install R

R is maintained by an international team of developers who make the language available through the web page of The Comprehensive R Archive Network . The top of the web page provides three links for downloading R. Follow the link that describes your operating system: Windows, Mac, or Linux.

A.1.1 Windows

To install R on Windows, click the “Download R for Windows” link. Then click the “base” link. Next, click the first link at the top of the new page. This link should say something like “Download R 3.0.3 for Windows,” except the 3.0.3 will be replaced by the most current version of R. The link downloads an installer program, which installs the most up-to-date version of R for Windows. Run this program and step through the installation wizard that appears. The wizard will install R into your program files folders and place a shortcut in your Start menu. Note that you’ll need to have all of the appropriate administration privileges to install new software on your machine.

To install R on a Mac, click the “Download R for Mac” link. Next, click on the R-3.0.3 package link (or the package link for the most current release of R). An installer will download to guide you through the installation process, which is very easy. The installer lets you customize your installation, but the defaults will be suitable for most users. I’ve never found a reason to change them. If your computer requires a password before installing new progams, you’ll need it here.

Binaries Versus Source

A.1.3 Linux

R comes preinstalled on many Linux systems, but you’ll want the newest version of R if yours is out of date. The CRAN website provides files to build R from source on Debian, Redhat, SUSE, and Ubuntu systems under the link “Download R for Linux.” Click the link and then follow the directory trail to the version of Linux you wish to install on. The exact installation procedure will vary depending on the Linux system you use. CRAN guides the process by grouping each set of source files with documentation or README files that explain how to install on your system.

32-bit Versus 64-bit

R comes in both 32-bit and 64-bit versions. Which should you use? In most cases, it won’t matter. Both versions use 32-bit integers, which means they compute numbers to the same numerical precision. The difference occurs in the way each version manages memory. 64-bit R uses 64-bit memory pointers, and 32-bit R uses 32-bit memory pointers. This means 64-bit R has a larger memory space to use (and search through).

A.2 Using R

R isn’t a program that you can open and start using, like Microsoft Word or Internet Explorer. Instead, R is a computer language, like C, C++, or UNIX. You use R by writing commands in the R language and asking your computer to interpret them. In the old days, people ran R code in a UNIX terminal window—as if they were hackers in a movie from the 1980s. Now almost everyone uses R with an application called RStudio, and I recommend that you do, too.

You can still run R in a UNIX or BASH window by typing the command:

A.3 RStudio

RStudio is an application like Microsoft Word—except that instead of helping you write in English, RStudio helps you write in R. I use RStudio throughout the book because it makes using R much easier. Also, the RStudio interface looks the same for Windows, Mac OS, and Linux. That will help me match the book to your personal experience.

You can download RStudio for free. Just click the “Download RStudio” button and follow the simple instructions that follow. Once you’ve installed RStudio, you can open it like any other program on your computer—usually by clicking an icon on your desktop.

When you open RStudio, a window appears with three panes in it, as in Figure A.1 . The largest pane is a console window. This is where you’ll run your R code and see results. The console window is exactly what you’d see if you ran R from a UNIX console or the Windows or Mac GUIs. Everything else you see is unique to RStudio. Hidden in the other panes are a text editor, a graphics window, a debugger, a file manager, and much more. You’ll learn about these panes as they become useful throughout the course of this book.

The RStudio IDE for R.

Figure A.1: The RStudio IDE for R.

Do I still need to download R?

A.4 Opening R

Now that you have both R and RStudio on your computer, you can begin using R by opening the RStudio program. Open RStudio just as you would any program, by clicking on its icon or by typing “RStudio” at the Windows Run prompt.

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What Is The R Programming Language?

R is an open-source programming language. It is also a free software environment for statistical computing and graphics. Likewise, the S language is also a GNU project. Robert Gentlemen and Ross Ihaka have developed the R programming language in New Zealand. It is used for statistical computations and data analysis. R is the best programming language to perform statistical techniques such as Regression modeling, classical statistical tests, time-series analysis, data mining, classification, clustering, etc.

R programming language is compatible with all kinds of operating systems, i.e., UNIX, Linux, Windows, and Mac. R also offers you to interact with many data sources and statistical packages, i.e., SAS, SPSS, etc. Our R assignments Experts are well versed with all the topics related to the language covered in Your R programming assignment help, such as:-

List of R Programming Libraries On Which We Provide Help

Our experts can help you work with any R libraries like:

These are some of the R programming libraries on which our experts provide help.

How is R programming helpful?

Being an open-source programming language, R is used for easy upgrades, and it always helps in saving money for various companies. Moreover, R has compatibility with the cross-platforms. It means you can run R on Mac OS X, Windows, and Linux. Users can import data from Microsoft Access, SQLite, Microsoft Excel, MySQL, Oracle, and more.

Besides all these facts, R programming is a scripting and powerful language. That is why it is the best for large and resource-intensive simulations. R also provides high-performance over the computer clusters. In the end, we can say that R programming supports its users in multiple ways. Our experts will assist you with all these when you avail of our R programming assignment help services

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What Is R Studio?

In order to install the R programming language, we'll need an IDE (Integrated Development Environment). Do you know what an IDE is? if you've worked with other programming languages you have heard about IDE.

An integrated development environment (IDE) is a platform in which we need to install a programming language. For example, in a python programming language, we use Jupyter notebooks as an (IDE). We use the Eclipse IDE for Java development. Similarly, R-Studio is the IDE for the R programming language. It assists you in making your programming effort more manageable. Our specialists will assist you in your R Programming Assignment help including R studio assignment help.

Advantages of R Programming Language - You Should Know

R is a popular programming language used for statistical analysis, data visualization, and machine learning. Here are eight advantages of R:

Open source

R is an open-source programming language, which means that anyone can access, use, and modify its code. This makes it easier for users to customize and enhance their analyses as needed.

Powerful statistical analysis

R is widely used for statistical analysis and modeling, with a vast library of functions and packages available. It is particularly well-suited for exploratory data analysis, linear and nonlinear modeling, and time-series analysis.

Data visualisation

R has a wide range of powerful visualization tools, including ggplot2, lattice, and base graphics. These tools make it easy to create informative and visually appealing charts, graphs, and plots.

Integration with other languages

R can be easily integrated with other programming languages, such as Python and SQL. This allows users to take advantage of the strengths of each language and use them together in their analyses.

Large and supportive community

R has a large and active community of users, which means that users can get help, share code, and collaborate with others easily.

Reproducible research

R supports reproducible research by providing tools for creating reports and documents that contain both code and results. This makes it easy to share and reproduce analyses, which is particularly important for scientific research.

Machine learning

R has a wide range of machine learning libraries and packages, including caret, randomForest, and neuralnet. These tools make it easy to build and deploy machine learning models for a variety of applications.

Cross-platform compatibility

R is available on a variety of platforms, including Windows, macOS, and Linux. This makes it easy for users to work with R on the platform of their choice.

Disadvantages Of R Programming Language

R programming has weak origin.

R is related to a much older programming language called "S." Its base package, thus, does not allow dynamic or 3D graphics. It is possible to produce vibrant, 3D, and animated visuals using ordinary R tools such as Ggplot2 and Plotly.

Basic Security

R is insecure in many ways. Most programming languages, such as Python, include the essential feature of security. As a result, R has several limitations, including the inability to be incorporated in a web application.

The language that is difficult to understand

R is a complex language to master. The learning curve is very sharp, which makes this language difficult to master. As a result, those who have never programmed before may find it challenging to learn R.

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R programming sample 1

Adding the shape and color

Adding the shape and color

Statistics layer

Statistics layer

Adding coord_cartesian()

Statistics layer

Is The R Programming Language Difficult To Learn?

Many years ago, R was considered a difficult programming language as it was confusing and less structured as compared to other coding languages. Hadley Wickham created various packages to make it faster, easier, and more fun. Now, graph creation is not difficult anymore. With our R Programming assignment help service, anyone can easily implement the best algorithms of machine learning.

R can easily communicate with other programming languages such as Java, Python, C++, etc. Moreover, R provides connectivity with different databases like Hadoop or Spark. Various packages such as TensorFlow and Keras enable the creation of high-quality machine learning techniques. Moreover, it provides a package to perform Xgboost, which is the most suitable algorithm for the Kaggle competition.

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row_names = c("row1", "row2", "row3") col_names = c("col1", "col2", "col3") M = matrix(c(1:9), nrow = 3, byrow = TRUE, dimnames = list(row_names, col_names)) print("Original Matrix:") print(M) print("Access the element at 2rd column and 3rd row:") print(M[3,2]) print("Access only the 1st row:") print(M[1,]) print("Access only the 2nd column:") print(M[,2])

"Original Matrix:" col1 col2 col3 row1 1 2 3 row2 4 5 6 row3 7 8 9 "Access the element at 2rd column and 3rd row:" 8 "Access only the 1st row:" col1 col2 col3 1 2 3 "Access only the 2nd column:" row1 row2 row3 2 5 8

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Several students are worried about the quality of their R programming assignments provided by R help online providers. They are not sure whether the provided R programming solutions are correct or not. In that case, you can check our R programming assignment sample to ensure correctness.

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Of course! Our experts provide you the best and detailed solutions with research data for your queries. This will not only help you to improve your grades but also improve your knowledge.

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R-Studio Statistical Assignment Help Guide

What is r and r-studio.

R is a free, open-source environment and a programming language for statistical analysis. It is widely used by statisticians and data scientists. R-Studio is an integrated development environment specifically designed for the R language. The open-source nature of R has produced a large number of packages designed for various topics including computational physics, econometrics, empirical finance, functional data analysis, statistical genetics, hydrological modelling, meta-analysis, natural language processing, and social sciences. The popularity of R as a programming language has been growing and it remains in the top 10 based on the number of searches, courses, and skilled engineers world-wide.

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BBC-style graphics are produced using an R package designed by the BBC data team

Since R is free and quite popular among researchers, universities and research institutes have been adopting the use of R in their statistics courses. Such courses may require students to learn both statistics and a new programming language which can be overwhelming or too time-consuming. Students might prefer to seek help with their R and R-Studio assignments. R-Studio writing services could allow students to better understand the underlying principles behind statistical concepts and the R programming language and thus successfully complete their courses.

Why seek help with R-Studio assignments?

Currently, there are more than 300,000 questions about R and R-Studio on Stack Overflow which shows just how popular the software is among students and researchers. However, this figure also indicates that R users face a lot of challenges with R as a programming language. Unlike such statistical software as Stata, SPSS, or EViews, the R environment does not use a point-and-click interface for issuing commands. A simple task of estimating a regression model and producing a forecast may take a couple of clicks in UI-driven platforms but could become a challenge for an inexperienced R user. R users without extensive coding experience may also struggle to get used to the object-oriented paradigm adopted in R and thus would benefit from R-Studio assignment help.

What are the challenges behind using freely available learning resources?

While the R project has a large community that offers a lot of guides, package recommendations , and learning resources , it can be extremely time-consuming for students to try and find the answers to specific questions relevant to their assignments. Furthermore, these answers may depend on the package being used and might be outdated as the R Project is constantly evolving. Researchers continue to improve existing packages and create new ones, and it might be challenging to figure out what approach is the most appropriate for a given task.

The plethora of existing R packages also complicates the use of such resources as Stack Overflow for finding answers to simple questions. For instance, a student seeking help on basic data manipulation or computing group-wise statistics may find the majority of answers and recommendations referring to the dplyr package. While this package is widely used and offers a variety of tools for handling data transformation, it employs a grammar structure that is slightly different to that of native R which may create confusion.

The ggplot2 package uses the grammar of graphics that differs from the built-in R syntax.

Another example is building visualisations and creating tidy reports. Available learning resources often recommend the use of the ggplot2 package which is much more complex than the built-in visualisation tools of R.

R-Studio writing services

It is likely that using advanced packages would be an overkill for an ordinary assignment on basic statistics. However, these tools are essential for completing more complex statistical assignments and producing professional-looking reports. R-Studio writing services will help you choose proper tools for successfully completing your R-Studio assignments as well as provide interpretation and discussion of performed statistical analyses.

Thus, you will greatly benefit from ordering R-Studio assignment help rather than attempting to complete assignments on your own:

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R Studio Assignment Help – Ask Us to Do My Assignment

Do you find it difficult to complete your R Studio assignments? Do you require expert help to finish your R Studio assignments on time? If the answer is yes, you have found the proper site. The majority of students seek out R Studio assignment help in USA since they lack knowledge of several R-related topics. Now, you can finish your R Studio assignment quickly with the assistance of our assignment experts.

Over the years, plenty of students have received assistance from our staff of R studio assignment expert in completing their assignments successfully. We offer premium services that are customized to meet your unique requirements, making sure that you get individualized support at every turn. With our 24/7 online support, you can get help anytime, anywhere. Our affordable pricing and timely delivery ensure that you never miss a deadline.

What is R Studio?

R Studio offers both free and open-source tools for R as well as enterprise-grade professional software that enables data science teams to develop and collaborate on their projects efficiently and at scale. R was created in New Zealand by Ross Ihaka and Robert Gentlemen. This is a programming language that is often used for statistical computing and graphics, and it makes use of an IDE (Integrated Development Environment) that Rstudio offers.

What Are The Key Topics Covered Under Our R Studio Assignment Writing Service?

Here are some key topics in R programming studio for which you can ask us to do my assignment for me :

We are dedicated to providing you with high-quality solutions no matter what your topic is. So, get in touch with us today to get your R studio assignments done on time.

Understand ML Algorithms in R Programming from Our Experts

The six most popular machine learning algorithms that use the R programming language are listed here.

Our r studio Assignment helper can help you understand all these in an easy manner. You can hire them for guidance and support.

Fundamental Topics Covered In R Studio Assignment Writing Help

Students who are learning R Studio are often required to complete assignments as a part of their coursework. These assignments cover a range of topics. However, some of the primary topics that are addressed in our R Studio assignment help include :

The wide range of topics covered by R Studio assignments necessitates that students have a firm grasp of programming principles, data analysis, and statistical techniques. No matter the complexity or academic level, our R Studio assignment helper is here to help student complete assignments on any topic.

R Studio Assignment Help Provided by Assignment Help Pro Also Covers Different Fields of Study

Students who ask for help with R Studio assignment may be enrolled in different fields of study. However, with the help of our R Studio assignment expert, we provide the best solutions for you irrespective of your study field. Some of them covered in our writing service are :

Our assignment helpers are here to help you with every aspect related to R studio. You can hire them to work according to your needs and requirements.

Why Do Students Trust Us for R Studio Assignment Help?

We at Assignment Help Pro are dedicated to providing students who need help with R Studio assignment the finest support we can. We have been in the business for a while and during that time we have developed a reputation for providing excellent solutions that go above and beyond what our customers anticipate. Here are a few reasons why students choose us for R Studio assignment help in USA :

These are only a few of the reasons why students depend on us for R Studio assignment writing service. Reach out to us right away to learn how we can support you in completing your R Studio assignments.

FAQs - R Studio Assignment Help

Can you offer urgent r studio assignment writing help.

Yes, we are aware that meeting deadlines can be challenging, but we are also here to assist you with our urgent assignment help.

How much would it cost to get my R Studio assignment done on your website?

We have no hidden costs and our pricing is fair and clear. The difficulty, duration, and deadline of the assignment will determine how much it will cost.

Is the R Studio homework help you provide private?

Yes, we adhere to rigorous privacy policies and take confidentiality seriously. Your personal information and the specifics of your assignment won't ever be disclosed to outside parties.

Can you assist me in writing my R Studio project?

Yes. We will assist you in writing your R Studio project. Your project will be made by our team of professionals, who can also provide you guidance on its structure.

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COMMENTS

  1. RStudio Education

    Most teachers enjoy developing their own instruction materials, but the need for exercises, homework, exams, slides, and other supporting materials make this a big job. Below are some open source materials developed at RStudio and elsewhere that you can freely adapt and use for your R teaching. Get a complete data science course in a box.

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    R Homework or Assignment Help. Our qualified tutors are ready to provide their expertise and assist you with all your assignments and queries. We are available 24x7! Reach us at any time to get your queries solved. Get R Homework help

  3. A Installing R and RStudio

    Installing R and RStudio. To get started with R, you need to acquire your own copy. This appendix will show you how to download R as well as RStudio, a software application that makes R easier to use. You’ll go from downloading R to opening your first R session. Both R and RStudio are free and easy to download.

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    Tutorial: Getting Started with R and RStudio. In this tutorial we’ll learn how to begin programming with R using RStudio. We’ll install R, and RStudio RStudio, an extremely popular development environment for R. We’ll learn the key RStudio features in order to start programming in R on our own.

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  6. R-Studio Statistical Assignment Help Guide

    R-Studio assignment help can help you avoid making mistakes in your assignments. The R environment was mainly created for professional statistical research rather than as an educational tool. It is easy to make a mistake when performing more complex statistical analyses. Ordering R-Studio writing services will assist you in understanding and ...

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    However, some of the primary topics that are addressed in our R Studio assignment help include : Data Reshaping Data Reshaping Normal and Binomial Distribution Decision Tree Linear Regression Multiple regression Strings and Vectors Arrays and Matrices Survival Analysis Histograms Line Graphs Mean, ...