Functional Programming

  1. Functional Programming in Practice
    1. Pure Functional Languages
      1. Haskell
        1. Language Features
          1. Type System
            1. Lazy Evaluation
              1. Ecosystem and Tooling
                1. GHC Compiler
                2. Elm
                  1. Language Features
                    1. The Elm Architecture
                      1. Use in Front-End Development
                        1. Type Safety Guarantees
                        2. PureScript
                          1. Language Features
                            1. Interoperability with JavaScript
                              1. Effect System
                                1. Tooling and Ecosystem
                                2. Idris
                                  1. Dependent Types
                                    1. Theorem Proving
                                      1. Type-Driven Development
                                      2. Agda
                                        1. Dependent Types
                                          1. Proof Assistant Features
                                        2. Hybrid and Multi-Paradigm Languages
                                          1. Scala
                                            1. Functional Features
                                              1. Object-Functional Integration
                                                1. Interoperability with Java
                                                  1. Akka and Concurrency
                                                    1. Type System Features
                                                    2. F#
                                                      1. Functional Features
                                                        1. Use in .NET Ecosystem
                                                          1. Computation Expressions
                                                            1. Type Providers
                                                            2. OCaml
                                                              1. Functional Features
                                                                1. Module System
                                                                  1. Use Cases
                                                                    1. Performance Characteristics
                                                                    2. Clojure
                                                                      1. Functional Features
                                                                        1. Running on the JVM
                                                                          1. Persistent Data Structures
                                                                            1. Concurrency Primitives
                                                                              1. Lisp Syntax
                                                                              2. Erlang
                                                                                1. Actor Model
                                                                                  1. Fault Tolerance
                                                                                    1. Distributed Systems
                                                                                      1. Pattern Matching
                                                                                    2. Functional Features in Mainstream Languages
                                                                                      1. JavaScript
                                                                                        1. Arrow Functions
                                                                                          1. Array Methods
                                                                                            1. Immutability Patterns
                                                                                              1. Functional Libraries
                                                                                                1. Closures and Scope
                                                                                                2. Python
                                                                                                  1. Lambda Functions
                                                                                                    1. Built-in Functional Tools
                                                                                                      1. List Comprehensions
                                                                                                        1. Generator Expressions
                                                                                                          1. Functional Programming Libraries
                                                                                                          2. Java
                                                                                                            1. Streams API
                                                                                                              1. Functional Interfaces
                                                                                                                1. Lambda Expressions
                                                                                                                  1. Optional Type
                                                                                                                    1. Method References
                                                                                                                    2. C#
                                                                                                                      1. LINQ
                                                                                                                        1. Query Syntax
                                                                                                                          1. Functional Operations
                                                                                                                            1. Delegates and Lambda Expressions
                                                                                                                            2. Rust
                                                                                                                              1. Closures
                                                                                                                                1. Iterator Methods
                                                                                                                                  1. Pattern Matching
                                                                                                                                    1. Functional Combinators
                                                                                                                                      1. Ownership and Borrowing
                                                                                                                                      2. Swift
                                                                                                                                        1. Higher-Order Functions
                                                                                                                                          1. Optional Types
                                                                                                                                            1. Pattern Matching
                                                                                                                                              1. Functional Combinators
                                                                                                                                              2. Kotlin
                                                                                                                                                1. Higher-Order Functions
                                                                                                                                                  1. Lambda Expressions
                                                                                                                                                    1. Extension Functions
                                                                                                                                                      1. Null Safety
                                                                                                                                                    2. Tooling and Ecosystem
                                                                                                                                                      1. Testing Functional Code
                                                                                                                                                        1. Unit Testing Pure Functions
                                                                                                                                                          1. Property-Based Testing
                                                                                                                                                            1. QuickCheck
                                                                                                                                                              1. Hypothesis
                                                                                                                                                                1. Test Case Generation
                                                                                                                                                                  1. Shrinking Strategies
                                                                                                                                                                  2. Mocking and Stubbing in Functional Contexts
                                                                                                                                                                    1. Integration Testing
                                                                                                                                                                    2. Debugging Strategies
                                                                                                                                                                      1. Tracing Pure Functions
                                                                                                                                                                        1. Debugging Recursion
                                                                                                                                                                          1. Debugging Higher-Order Functions
                                                                                                                                                                            1. Debugging Lazy Evaluation
                                                                                                                                                                              1. Profiling Functional Code
                                                                                                                                                                              2. Functional Libraries and Frameworks
                                                                                                                                                                                1. Core Libraries
                                                                                                                                                                                  1. Ramda
                                                                                                                                                                                    1. Lodash FP
                                                                                                                                                                                      1. Immutable.js
                                                                                                                                                                                      2. Effect Management Libraries
                                                                                                                                                                                        1. Redux
                                                                                                                                                                                          1. ZIO
                                                                                                                                                                                            1. Cats Effect
                                                                                                                                                                                            2. Data Structure Libraries
                                                                                                                                                                                              1. Parsing Libraries
                                                                                                                                                                                                1. Web Frameworks
                                                                                                                                                                                                2. Build Tools and Package Managers
                                                                                                                                                                                                  1. Language-Specific Tools
                                                                                                                                                                                                    1. Dependency Management
                                                                                                                                                                                                      1. Build Automation
                                                                                                                                                                                                        1. Continuous Integration
                                                                                                                                                                                                        2. Development Environments
                                                                                                                                                                                                          1. REPLs and Interactive Development
                                                                                                                                                                                                            1. IDE Support
                                                                                                                                                                                                              1. Language Servers
                                                                                                                                                                                                            2. Real-World Applications
                                                                                                                                                                                                              1. Web Development
                                                                                                                                                                                                                1. Frontend Applications
                                                                                                                                                                                                                  1. Backend Services
                                                                                                                                                                                                                    1. API Design
                                                                                                                                                                                                                      1. State Management
                                                                                                                                                                                                                      2. Data Processing
                                                                                                                                                                                                                        1. ETL Pipelines
                                                                                                                                                                                                                          1. Stream Processing
                                                                                                                                                                                                                            1. Big Data Analytics
                                                                                                                                                                                                                              1. Data Transformation
                                                                                                                                                                                                                              2. Concurrent and Parallel Systems
                                                                                                                                                                                                                                1. Distributed Systems
                                                                                                                                                                                                                                  1. Microservices
                                                                                                                                                                                                                                    1. Event-Driven Architecture
                                                                                                                                                                                                                                      1. Real-Time Systems
                                                                                                                                                                                                                                      2. Domain Modeling
                                                                                                                                                                                                                                        1. Financial Systems
                                                                                                                                                                                                                                          1. Scientific Computing
                                                                                                                                                                                                                                            1. Compiler Design
                                                                                                                                                                                                                                              1. Game Development
                                                                                                                                                                                                                                              2. Machine Learning and AI
                                                                                                                                                                                                                                                1. Functional Approaches to ML
                                                                                                                                                                                                                                                  1. Data Pipeline Design
                                                                                                                                                                                                                                                    1. Model Composition

                                                                                                                                                                                                                                                Previous

                                                                                                                                                                                                                                                6. Functional Architecture and Design

                                                                                                                                                                                                                                                Go to top

                                                                                                                                                                                                                                                Next

                                                                                                                                                                                                                                                8. Performance Considerations