Course

Mastering Software Development in R Capstone

Johns Hopkins University

Embark on a transformative journey with the Mastering Software Development in R Capstone. This advanced course, offered by Johns Hopkins University, is designed to elevate your R programming skills to mastery through a practical capstone project.

Throughout the course, you will delve into diverse aspects of R programming, including data acquisition, visualization, and deployment. With a focus on real-world application, you will gain invaluable insights into obtaining and cleaning data, building geoms, creating leaflet maps, documentation, packaging, and deployment. The capstone project serves as the culmination of your learning, allowing you to apply your acquired knowledge and skills to address a real-world problem.

  • Master advanced R programming skills through hands-on projects
  • Explore data acquisition, visualization, and deployment in R
  • Gain practical insights into obtaining and cleaning data, building geoms, and creating leaflet maps
  • Develop expertise in documentation, packaging, and deployment of R applications

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Mastering Software Development in R Capstone
Course Modules

The Mastering Software Development in R Capstone course comprises six modules that cover essential aspects of R programming, including data acquisition, visualization, and deployment. Through hands-on learning, you will master advanced skills in R programming to tackle real-world challenges.

Obtain and Clean the Data

Welcome to the Capstone Project. In this module, you will be introduced to the course and its objectives, setting the stage for your journey towards mastering R programming. You will explore the importance of obtaining and cleaning data, laying the foundation for the subsequent modules.

Building Geoms

Building Geoms module focuses on enhancing your understanding of data visualization in R. Through practical exercises, you will learn to create and customize various geoms, enabling you to effectively represent and analyze data in visual form.

Building a Leaflet Map

The Building a Leaflet Map module delves into the world of geospatial visualization using leaflet maps in R. You will learn to leverage geographic data to create interactive and informative maps, enhancing your ability to communicate insights effectively.

Documentation and Packaging

Documentation and Packaging module equips you with the skills to document and package your R projects effectively. You will explore best practices for documenting code and creating reproducible and shareable packages, ensuring the scalability and usability of your projects.

Deployment

Deployment module focuses on deploying R applications, enabling you to share your work with a wider audience. You will learn to deploy your R projects on various platforms, ensuring accessibility and usability for diverse stakeholders.

Final Assessment

Final Assessment module serves as the culmination of your learning journey. You will apply your acquired knowledge and skills to address a real-world problem, demonstrating your mastery of R programming through the completion of the capstone project.

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