In each of the courses, learners will deploy their newly acquired advanced R language skills to manipulate complex datasets, write powerful functions, create a new R package, and develop new visualization tools for building custom data graphics. These projects will result in a portfolio of R code that can be reused and built upon for deployment in the real world.
Programa de cursos integrados Mastering Software Development in R
Build the Tools for Better Data Science. Learn to design software for data tooling, distribute R packages, and build custom visualizations
Sobre esse Programa de cursos integrados
This Specialization covers R software development for building data science tools. As the field of data science evolves, it has become clear that software development skills are essential for producing useful data science results and products. You will obtain rigorous training in the R language, including the skills for handling complex data, building R packages and developing custom data visualizations. You will learn modern software development practices to build tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers.
Desenvolvido por:
5 courses
Siga a ordem sugerida ou escolha a sua própria.
Projetos
Projetado para ajudar a praticar e aplicar as habilidades que aprendeu.
Certificados
Dê destaque às suas novas habilidades em seu currículo ou no seu perfil do LinkedIn.
Visão Geral dos Projetos
Cursos
- Beginner Specialization.
- No prior experience required.
CURSO 1
The R Programming Environment
- Legendas
- English
Sobre o curso
This course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting. Whether you are part of a data science team or working individually within a commuVocê pode optar por fazer apenas este curso. Saiba mais.
CURSO 2
Advanced R Programming
- Legendas
- English, Chinese (Simplified)
Sobre o curso
This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include functional programming in R, robust error handling, object oriented programming, profilVocê pode optar por fazer apenas este curso. Saiba mais.
CURSO 3
Building R Packages
- Legendas
- English
Sobre o curso
Writing good code for data science is only part of the job. In order to maximizing the usefulness and reusability of data science software, code must be organized and distributed in a manner that adheres to community-based standards and providesVocê pode optar por fazer apenas este curso. Saiba mais.
CURSO 4
Building Data Visualization Tools
- Compromisso
- 4 weeks, 2 hours per week
- Legendas
- English, Chinese (Simplified)
Sobre o curso
The data science revolution has produced reams of new data from a wide variety of new sources. These new datasets are being used to answer new questions in way never before conceived. Visualization remains one of the most powerful ways draw conclusioVocê pode optar por fazer apenas este curso. Saiba mais.
CURSO 5
Mastering Software Development in R Capstone
Próxima sessão: Nov 5- Legendas
- English, Georgian, Estonian, German, Thai, Japanese, Nepali
Sobre o Trabalho de Conclusão
RVocê pode optar por fazer apenas este curso. Saiba mais.
Desenvolvedores
Roger D. Peng, PhD
Associate Professor, Biostatistics
Brooke Anderson
Assistant Professor, Environmental & Radiological Health Sciences
FAQs
More questions? Visit the Learner Help Center.
