R Programming Unlocked - Hossain, Md. Sifat; Karmokar, Provash Kumar
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Welcome to "R Programming Unlocked: Easy Learning," your comprehensive guide to mastering the R programming language. This book is designed to take you from a beginner to an advanced user, equipping you with the skills needed to tackle a wide range of statistical and data analysis tasks. R has emerged as a powerful tool in the field of data science due to its flexibility, extensive package ecosystem, and strong community support. Whether you're a student, a researcher, or a professional data analyst, understanding R will open doors to new possibilities in data manipulation, visualization, and…mehr

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Produktbeschreibung
Welcome to "R Programming Unlocked: Easy Learning," your comprehensive guide to mastering the R programming language. This book is designed to take you from a beginner to an advanced user, equipping you with the skills needed to tackle a wide range of statistical and data analysis tasks. R has emerged as a powerful tool in the field of data science due to its flexibility, extensive package ecosystem, and strong community support. Whether you're a student, a researcher, or a professional data analyst, understanding R will open doors to new possibilities in data manipulation, visualization, and advanced statistical modeling. In this book, you will find a structured approach to learning R, starting with the basics and progressively moving towards more complex topics. We begin with an introduction to R and its origins, followed by detailed instructions on installing R and RStudio, the preferred integrated development environment (IDE) for R. You'll learn about the various components of RStudio and how they can enhance your coding experience. The book covers essential R programming concepts, including operators, variable naming conventions, and data objects such as vectors, matrices, data frames, and lists. We also delve into statistical operations, conditional structures, and looping mechanisms to help you perform robust data analyses. Additionally, you'll explore advanced topics like matrix operations, string handling, and creating user-defined functions. To facilitate practical learning, we have included sections on reading and writing data files, working with strings, and implementing measures of central tendency and dispersion. Each section of this book is designed to build on the previous ones, ensuring a smooth learning curve. Furthermore, this book emphasizes the importance of a questioning mindset in mastering advanced R programming. By encouraging curiosity and providing guidelines for continuous improvement, we aim to help you develop a deep and intuitive understanding of R. For those looking to push their R skills even further, we recommend leveraging AI tools such as ChatGPT, Gemini, PoeClaude, and SocraAI. These tools can provide personalized assistance, generate code snippets, debug issues, and offer advanced insights, making your learning journey more efficient and enjoyable. We hope that this book will serve as a valuable resource in your journey to mastering R programming. Happy coding!
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Autorenporträt
Md. Sifat Hossain is a passionate and accomplished statistician with a strong academic background and a diverse range of experiences. Born in Faridpur, Bangladesh, Sifat has consistently excelled in his studies, achieving top marks in his SSC and HSC examinations. He holds a BSc, MSc, and is currently pursuing an MPhil in Statistics from the University of Rajshahi. His academic achievements are complemented by a remarkable record of success in extracurricular activities. Sifat is a four-time champion in math and computer Olympiads, a scout, a skilled debater, and a program anchor. His dedication to learning is evident in his proficiency in various programming languages like R, Python, STATA, SPSS, and MatLab. Sifat's passion for statistics extends beyond academia. He has honed his skills through four years of experience as a freelancer, providing data analysis and tutoring services in statistics, mathematics, and programming languages. His expertise has led him to contribute to impactful research projects, including meta-analysis and research management, resulting in publications in prestigious journals like The Lancet and other Q1 journals in public health and statistical forecasting. Beyond his professional pursuits, Sifat is a creative individual with a keen interest in poetry. He enjoys reading, watching movies, and contributing to the betterment of mankind through his research. His ultimate goal is to become a renowned researcher and make a significant impact on the world.