Explore the concepts of functional programming, including higher-order functions and immutability.
A programming paradigm that treats computation as the evaluation of mathematical functions and av...
A function that can take another function as an argument or return a function as a result.
A function that does not have any side effects, meaning it does not alter any state or perform ob...
A programming technique that allows functions to be defined within other functions.
The practice of using functions without changing the data they operate on, often using immutable ...
The process of a function calling itself as a subroutine.
The process of combining two or more functions to produce a new function.
An evaluation strategy which delays the evaluation of an expression until its value is needed.
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A programming paradigm that treats computation as the evaluation of mathematical functions and avoids changing state and mutable data.
Functional Programming
A function that can take another function as an argument or return a function as a result.
First-Class Function
A function that does not have any side effects, meaning it does not alter any state or perform observable actions.
Pure Function
A programming technique that allows functions to be defined within other functions.
Higher-Order Function
The practice of using functions without changing the data they operate on, often using immutable data structures.
Immutability
The process of a function calling itself as a subroutine.
Recursion
The process of combining two or more functions to produce a new function.
Function Composition
An evaluation strategy which delays the evaluation of an expression until its value is needed.
Lazy Evaluation
A function object that has access to variables from its enclosing scope, even after the outer function has finished execution.
Closures
A design pattern that describes computations as a series of steps in functional programming languages.
Monads
Functional programming emphasizes the evaluation of expressions, unlike imperative programming that focuses on changes in state.
Functional vs Imperative Programming
Built-in functions in functional programming languages for processing lists.
Map, Reduce, Filter
Programming paradigm that expresses logic of a computation without describing its control flow, often used in functional languages.
Declarative Programming
A mechanism for checking a value against a pattern in functional languages.
Pattern Matching
The ability of functional programming to deal with the execution of multiple tasks in overlapping time periods due to its stateless nature.
Concurrency in Functional Programming
The positive impact on debugging and testability due to immutable data and pure functions in functional programming.
Effect on Software Development
A range of type systems used to define the types of values, expressions, and variables in functional programming.
Type Systems in Functional Languages
The application of functional programming concepts in current software development frameworks to handle tasks efficiently.
Use in Modern Frameworks
The use of functional programming in data manipulation and transformation tasks in data science.
Role in Data Science
The importance and methods of testing and debugging in functional programming.
Testing and Debugging in Functional Programs
The benefits and examples of how functional programming is used in web development and APIs.
Use in Web Development and APIs
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