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, profiling and benchmarking, debugging, and proper design of functions. Upon completing this course you will be able to identify and abstract common data analysis tasks and to encapsulate them in user-facing functions. Because every data science environment encounters unique data challenges, there is always a need to develop custom software specific to your organization’s mission. You will also be able to define new data types in R and to develop a universe of functionality specific to those data types to enable cleaner execution of data science tasks and stronger reusability within a team.
Ce cours fait partie de la Spécialisation Mastering Software Development in R
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Spécialisation Mastering Software Development in RUniversité Johns-HopkinsÀ propos de ce cours
Votre entreprise pourrait-elle bénéficier de la formation des employés à des compétences recherchées ?
Essayez Coursera pour les affairesCompétences que vous acquerrez
- Logic Programming
- R Programming
- Object-Oriented Programming (OOP)
- Functional Programming
Votre entreprise pourrait-elle bénéficier de la formation des employés à des compétences recherchées ?
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Programme de cours : ce que vous apprendrez dans ce cours
Welcome to Advanced R Programming
Functions
Functions: Lesson Choices
Functional Programming
Functional Programming: Lesson Choices
Debugging and Profiling
Object-Oriented Programming
Avis
- 5 stars58,75 %
- 4 stars22,50 %
- 3 stars10,35 %
- 2 stars2,85 %
- 1 star5,53 %
Meilleurs avis pour PROGRAMMATION EN R AVANCÉE
the last peer review problem is much too hard for what I learned from the course material, if there is a more specific instruction for the assignment will be better.
More advanced, challenging course. Still, enjoyable and enlightening. Mentoring on this course is really helpful too!
That was exactly what I was looking for - first steprs In functional programming with perfect explanations and nice tasks via R :)
Good course, nothing much to say, definitely teaches the use of R, not quite sure it is "advanced" but I guess...
À propos du Spécialisation Mastering Software Development in R
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