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Курс: Advanced R Programming. Чтобы вернуться, нажмите здесь.
- Welcome to Advanced R Programming
- Syllabus
- Course Textbook: Mastering Software Development in R
- swirl Assignments
- Control Structures Overview
- if-else
- for Loops
- Nested for loops
- next, break
- Summary
- Functions Overview
- Code
- Function interface
- Default values
- Re-factoring code
- Dependency Checking
- Vectorization
- Argument Checking
- R package
- When Should I Write a Function?
- Summary
- What is Functional Programming?
- Core Functional Programming Functions
- Map
- Reduce
- Search
- Filter
- Compose
- Partial Application
- Side Effects
- Recursion
- Summary
- Expressions
- Environments
- Execution Environments
- What is an error?
- Generating Errors
- When to generate errors or warnings
- How should errors be handled?
- Summary
- Debugging Overview
- traceback()
- Browsing a Function Environment
- Tracing Functions
- Using debug() and debugonce()
- recover()
- Final Thoughts on Debugging
- Summary
- Profiling Overview
- microbenchmark
- profvis
- Find out more
- Summary
- Non-standard evaluation
- Summary
- OOP Overview
- Object Oriented Principles
- S3
- S4
- Reference Classes
- Summary
- Overview
- Reuse existing data structures
- Compose simple functions with the pipe
- Embrace functional programming
- Design for humans