Creating and Debugging R Programs from Pluralsight

R is a popular programming language within the growing statistical community. This course will teach you to write an R script, run that script independently, display processed data, and understand what frameworks R provides to troubleshoot issues.

Every good developer knows that being able to troubleshoot their code effectively is crucial to being productive. In this course, Creating and Debugging R Programs, you'll gain an understanding of how independently running scripts works within the R platform and how to quickly debug them in the case the need arises. First, you’ll explore the various data types that R provides and learn how to leverage them when processing data. Once you have those understood, you’ll learn how variables are leveraged within functions and how they’re encapsulated within a function’s environment. Finally, you'll discover how to write a non-interactive R script and schedule it to run on multiple platforms. When you’re finished with this course, you’ll have the skills and knowledge to successfully write and run your own independent scripts and troubleshoot running them in a production environment.

What's inside

Syllabus

Course Overview

Understanding the R Platform

Data Types

Processing Data with R

Outputting Data with R

Debugging R Interactively

R Environments

Running R Non-interactively

Debugging R Non-interactively

Troubleshooting and Avoiding Common Debugging Issues

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Teaches R, which is a popular programming language within the growing statistical community

Explores debugging R scripts independently, which is useful when working with R scripts outside the R platform

Covers debugging R scripts non-interactively, which is useful when working with R scripts in a production environment

Develops troubleshooting R scripts, which is a skill highly valued in the development community

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Creating and Debugging R Programs with these activities:

Compile a study guide

Show steps

This will help reinforce the concepts covered in the course and provide a valuable resource for future reference.

Show steps

Review course notes, assignments, and quizzes
Identify key concepts and topics
Create a structured study guide

Review the books: Hands-On R Programming and R Programming for Data Science

Show steps

R Programming for Data Science will introduce you to some of the same content as the course. Reading this book will help supplement your learning and provide you with addition examples and alternative explanations of the concepts you will learn.

View R for Data Science: Import, Tidy, Transform,... on Amazon

Show steps

Purchase the book
Read chapters 1-3
Complete exercises in chapters 1-3

Solve coding challenges on LeetCode

Show steps

LeetCode provides a wide range of coding challenges that will test your understanding of R syntax and problem-solving skills.

Browse courses on Coding Challenges

Show steps

Create a LeetCode account
Choose a difficulty level
Solve at least 5 coding challenges

Five other activities

Expand to see all activities and additional details

Show all eight activities

Join a study group with classmates

Show steps

Group study sessions can provide opportunities to clarify concepts, share insights, and learn from others' perspectives.

Show steps

Find classmates who are interested in forming a study group
Set regular meeting times and locations
Establish ground rules for the group
Take turns leading discussions and presenting concepts

Follow online tutorials to learn advanced R techniques

Show steps

There are many free and paid tutorials available online that can help you expand your knowledge and skills in R programming.

Browse courses on R Programming

Show steps

Identify areas where you want to improve your R skills
Search for online tutorials that cover those topics
Follow the tutorials and complete the exercises

Build a data visualization dashboard using R

Show steps

This will put your R skills to the test and provide you a hands-on opportunity to practice your coding and data manipulation skills.

Browse courses on Data Visualization

Show steps

Ideate dashboard purpose and metrics
Collect and prepare data
Build visualizations in R
Create dashboard layout
Deploy dashboard

Participate in a Kaggle competition using R

Show steps

Kaggle competitions provide a fun and challenging way to apply your R skills and compete with others.

Browse courses on Kaggle Competitions

Show steps

Create a Kaggle account
Find a competition that interests you
Build a model and submit your results

Contribute to an open-source R project

Show steps

Contributing to open-source projects can provide hands-on experience and help you learn from others in the R community.

Browse courses on Open Source

Show steps

Find an open-source R project that aligns with your interests
Identify ways to contribute to the project
Submit a pull request or issue to the project

Career center

Learners who complete Creating and Debugging R Programs will develop knowledge and skills that may be useful to these careers:

Data Analyst

Data Analysts collect and analyze raw data in order to make informed decisions about the future of a product, process, or organization. This course, Creating and Debugging R Programs, can help prepare you for a career as a Data Analyst. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data. You will also learn how to debug R programs, which is an essential skill for any Data Analyst.

See salaries and explore the career path for Data Analyst

Data Scientist

Data Scientists use their knowledge of statistics and programming to extract insights from data. They may work on a variety of projects, such as developing new products, improving customer service, or preventing fraud. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Data Scientist. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process, output, and debug data.

See salaries and explore the career path for Data Scientist

Statistician

Statisticians collect, analyze, interpret, and present data. They work in a variety of fields, such as healthcare, finance, and marketing. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Statistician. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process, output, and debug data.

See salaries and explore the career path for Statistician

Software Engineer

Software Engineers design, develop, and maintain software applications. They may work on a variety of projects, such as developing new products, improving customer service, or preventing fraud. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Software Engineer. It will teach you the basics of R, a popular programming language, and how to use it to develop and debug software.

See salaries and explore the career path for Software Engineer

Business Analyst

Business Analysts use their knowledge of business and technology to help organizations improve their performance. They may work on a variety of projects, such as developing new products, improving customer service, or reducing costs. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Business Analyst. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Business Analyst

Data Engineer

Data Engineers design, build, and maintain the infrastructure that stores and processes data. They work with a variety of data sources, such as databases, data warehouses, and cloud storage. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Data Engineer. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Data Engineer

Financial Analyst

Financial Analysts use their knowledge of finance and economics to help businesses make informed decisions about investments and other financial matters. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Financial Analyst. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Financial Analyst

Market Researcher

Market Researchers collect and analyze data about consumer behavior. They use this information to help businesses develop new products, improve customer service, and target their marketing campaigns. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Market Researcher. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Market Researcher

Operations Research Analyst

Operations Research Analysts use mathematical and analytical techniques to help businesses improve their operations. They may work on a variety of projects, such as optimizing supply chains, reducing costs, or improving customer service. This course, Creating and Debugging R Programs, can help you build a foundation for a career as an Operations Research Analyst. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Operations Research Analyst

Product Manager

Product Managers are responsible for the development and launch of new products. They work with a variety of teams, such as engineering, marketing, and sales, to ensure that products meet the needs of customers. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Product Manager. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Product Manager

Quantitative Analyst

Quantitative Analysts use mathematical and statistical techniques to analyze financial data. They may work on a variety of projects, such as developing trading strategies, pricing financial instruments, or managing risk. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Quantitative Analyst. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Quantitative Analyst

Risk Manager

Risk Managers are responsible for identifying, assessing, and managing risks. They work with a variety of teams, such as finance, operations, and IT, to ensure that risks are minimized. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Risk Manager. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Risk Manager

Sales Analyst

Sales Analysts collect and analyze data about sales. They use this information to help businesses develop new sales strategies, improve customer service, and target their marketing campaigns. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Sales Analyst. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Sales Analyst

Technical Writer

Technical Writers create documentation for software, hardware, and other technical products. They work with a variety of teams, such as engineering, marketing, and sales, to ensure that documentation is accurate and easy to understand. This course, Creating and Debugging R Programs, can help you build a foundation for a career as a Technical Writer. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for Technical Writer

User Experience Designer

User Experience Designers create products that are easy to use and enjoyable. They work with a variety of teams, such as engineering, marketing, and sales, to ensure that products meet the needs of users. This course, Creating and Debugging R Programs, may be useful for a career as a User Experience Designer. It will teach you the basics of R, a popular programming language used for data analysis, and how to use it to process and output data.

See salaries and explore the career path for User Experience Designer