Advanced R 4 Data Programming And The Cloud: Using Postgresql, Aws, And Shiny

Dive into the world of advanced R programming with “Advanced R 4 Data Programming And The Cloud.” This comprehensive guide explores practical applications of R in data science, focusing on leveraging powerful tools and cloud technologies. Learn how to effectively use PostgreSQL for data storage and retrieval, harness the scalability of Amazon Web Services (AWS) for data processing, and create interactive web applications with Shiny.

This book equips you with the skills to tackle real-world data challenges, covering topics such as database integration, cloud deployment, and building dynamic dashboards. Whether you’re a seasoned R user or looking to expand your data science capabilities, this book provides a clear and concise path to mastering advanced R programming techniques. Explore data manipulation, statistical analysis, and visualization within the R ecosystem, enhanced by the capabilities of modern cloud infrastructure. Enhance your workflow and gain a competitive edge in the field of data science with this essential resource.

Discover how to connect R to PostgreSQL databases, manage data in the cloud using AWS services, and develop interactive data applications with Shiny. Gain insights into optimizing your R code for performance and scalability, making it ideal for large-scale data projects. Each chapter includes practical examples and hands-on exercises, allowing you to immediately apply what you learn. Unlock the full potential of R for data analysis and cloud computing.