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8 Hours of Video Instruction
Overview:
Functional Programming is a revolutionary way of writing code thats rapidly gaining traction in the world of software development. While Object-Oriented Programming is still the most popular programming paradigm, there are a number of problems that come about when using it--hard-to-find bugs, tightly coupled code, and its difficult to scale. Functional programming allows us to solve or avoid these problems by taking a different approach to writing software.
This master class includes the following courses:
Functional Programming Projects with JavaScript teaches all about the core concepts of Functional Programming and how to apply them in JavaScript, mix of screen casting, slides, and coding. Basic functional concepts lead to first class functions, which leads to working with arrays and objects and then advanced functional concepts.
Functional Programming Projects with Python 3 is about the core concepts of Functional Programming and how to apply them in Python, through a mix of screen casting, slides, and coding. It also covers basic functional concepts that lead to first class functions, which leads to working with arrays and objects and then advanced functional concepts.
Companion files for this course can be downloaded from https://github.com/shaunwa/functional-programming-python-3
Prerequisites:
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Functional Programming Projects with JavaScript
Introduction
Lesson 1: Essential Concepts and Syntax
Imperative vs. Declarative Programming
Immutability
Pure Functions
Simple Data Structures
Lesson 2: Working with Arrays and Objects Functionally
The Map, Filter, Some, and Any Functions
The Spread Operator
The Reduce Function
Lesson 3: First-Class and Higher-Order Functions
What are First-Class and Higher-Order Functions
Example 1: Sale Price Calculator
Example 2: Printing Function Execution
Example 3: Benchmarking Function Performance
Example 4: Isomorphic Functions for Values and Arrays
Example 5: Function-Call Tracking
Example 6: Argument Checking
Lesson 4: Partial Application and Currying
What are Partial Application and Currying?
Dictionary Defaults with Partial Application
URL Building with Partial Application
Automatic Partial Application
Lesson 5: Function Memoization
What is Memoization?
Memoization Technniques: Multiple Arguments
Memoization Techniques: Higher-Order Functions
Summary
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Functional Programming Projects with Python 3
Introduction
Lesson 1: Build a Guessing Game
1.1 Set up a Python Development Environment
1.2 Learn about the project
1.3 Build the basic game
1.4 Complete and run the game
Lesson 2: Build a Dice-Rolling Simulator
2.1 Learn about the project
2.2 Generate random numbers
2.3 Create and display ASCII Dice
2.4 Add more features to the simulator
Lesson 3: Build a Password Generator
3.1 Learn about the project
3.2 Generate random strings
3.3 Build the generator
3.4 Add more features to the app
Lesson 4: Build a Word-Guessing Game
4.1 Learn about the project
4.2 Create a game loop
4.3 Build the core gameplay
4.4 Complete the game
Lesson 5: Build a Journal Entry Manager
5.1 Learn about the project
5.2 Store data externally
5.3 Create the user input loop
5.4 Create new journal entries
5.5 List journal entries
5.6 View journal entries
5.7 Delete journal entries
Summary