faustikle/functional-programming-learning-path

A Learning Path for Functional Programming

Resources

Table of Content

• Foundation
• Why Functional
• Advanced Topics
• Talks
• Books
• Declarative Programming
• Blogs
• Projects
• Podcasts
• Courses
• Lists
• Community
• Clojure
• JavaScript
• Python
• Ruby
• Programming Challenges

Foundation

• Functional Programming Learning Path
• Introduction to Funcional Programming - edX
• Como programar funcional?
• Demystifying functional programming
• Programação Funcional para iniciantes
• Awesome Functional Programming
• Functional Programming Jargon
• Functional Programming Study Plan
• Your functional journey
• The Benefits of Pure Functions
• Pure Functions
• Functional Koans
• Programação funcional, imutabilidade, e previsibilidade
• A practical introduction to functional programming
• An introduction to functional programming
• Software Composition
• Functional Education
• What is functional?
• Types as propositions, programs as proofs
• So You Want to be a Functional Programmer (Part 1)
• So You Want to be a Functional Programmer (Part 2)
• So You Want to be a Functional Programmer (Part 3)
• So You Want to be a Functional Programmer (Part 4)
• So You Want to be a Functional Programmer (Part 5)
• So You Want to be a Functional Programmer (Part 6)
• Friendly Functional Programming
• Practical Functional Programming
• Destroy All Ifs
• THE PILLARS OF FUNCTIONAL PROGRAMMING (PART 1)
• Functional Programming Patterns: Cookbook

Higher Order Functions

• Getting a handle on Reduce

Immutability

• Immutability - something worth striving for
• Why shared mutable state is the root of all evil
• Immutable data
• Thoughts on Immutability, CI/CD, FP

Why Functional

• Why functional programming matters
• Why Functional Programming?
• Advantages of Functional Programming
• Pros and cons of functional programming
• What are the benefits of functional programming?
• Benefits of Functional Programming
• Benefits of Functional Programming beyond map/filter/reduce
• Benefits of Functional Programming by Example
• Goodbye, Object Oriented Programming
• Switching from OOP to Functional Programming

Advanced Topics

• Transducers: Efficient Data Processing Pipelines in JavaScript
• Functors, Monads and better functions
• Why Curry Helps
• Curry and Function Composition
• Functional JavaScript: Function Composition For Every Day Use
• A Modern Architecture for FP
• Modern Functional Programming: Part 2
• Functional Programming, Abstraction, and Naming Things
• SOLID: the next step is Functional
• Functional Design Patterns
• Free Monads Explained (pt 1)
• Perpetual Currying in JavaScript

Advanced Topics: Category Theory

• From design patterns to category theory by Mark Seemann

Talks

• Functional programming design patterns by Scott Wlaschin
• Why Functional Programming Matters by John Hughes

Books

• How to Design Programs
• Category Theory for Programmers
• Conceptual Mathematica

Declarative Programming

• What is declarative programming?
• Declarative vs Imperative Programming by Ian Mundy
• Imperative vs Declarative Programming by Tyler McGinnis
• Imperative versus declarative code… what’s the difference?

Blogs

• Patterns in Functional Programming
• Kevin Sookocheff - Functional Programming

Projects

• YouTube instant search with FP

Podcasts

• Programação Funcional com Erick Pintor e Bruno Tavares
• Programação Funcional com Juliano alves
• Programação Funcional - Inviavel Podcast
• CapyCast #10 Linguagens Funcionais Com Marcelo Camargo e Derek Stavis
• The Imposter's Handbook: Functional Programming and Databases
• Functional Programming Languages and the Pursuit of Laziness with Dr. Simon Peyton Jones

Courses

• Functional Programming Principles in Scala

Lists

• Awesome Functional Programming
• Awesome Functional Programming

Community

• Richard Bird
• Philip Wadler
• Olivier Danvy
• Andrzej Filinski
• Daniel P. Friedman
• Matthias Felleisen
• J. Michael Ashley
• R. Kent Dybvig
• Erik Hilsdale