programming-resources

A place to collect some of my favorite resources on programming; from abstract theory to useful examples.

Key Topics and Concepts

• Map of Computer Science
• 40 Key Computer Science Concepts Explained In Layman’s Terms

Hardware

• Book: Code
• Common Latency Numbers

Programming Wisdom

• How to build good software

Bases of Programming

Algorithms and Data Structures:

• Big-O Cheat Sheet
• Visual Algorithms and Data Structures

Organization

• Book: Clean Code

Error Handling

• 'Railway-Oriented' Programming

Type Systems

• Contravariance & Covariance

Data Stores

• Database Normalization
• Sql Joins

Concurrency and Parallelism

• Processes, threads, green threads, protothreads, fibers, coroutines: what's the difference?

Networking

• Network Protocol Hierarchy
• Common Latency Numbers

Machine Learning

• Neural Net Zoo

Distributed Consensus Technology

• Conceptual Overiew of the Blockchain

Programming Paradigms

Overview

• http://cs.lmu.edu/~ray/notes/paradigms/

Functional Programming

• Book: Functional Programming in Scala
• http://fsharpforfunandprofit.com/rop/#monads
• Gang of Four Patterns in a Functional Light

Generic Programming

• Models of Generics and Metaprogramming: Go, Rust, Swift, D and More

Architecture & Design

Design Patterns

Integration Patterns

• Enterprise Integration Patterns

Object Oriented Design Patterns

• Object-Oriented Design Patterns

Typeclasses

• Ad-hoc polymorphism in Scala

Reactive Streams

• http://reactivex.io/intro.html

Architecture

• System Design Primer
• The Principles of Clean Architecture
• Functional Arcitecture

Programming Domains

Web Devlopment

• Modern Javascript Explained For Dinosaurs

Languages

General

• What's Next (For programming languages)
• Programming Language Geneology Tree
• What's been the most influential programming language and why?
• Graph of programming languages, connected by compilers

Scala

• Neophytes' guide to Scala
• Type Tetris
• Old Design Patterns in Scala
• Scala bytecode and the JVM
• Underscore.io books on Scala
• Type-Level Programming in Scala
• Dependency Injection in Scala: Guide
• Returning the "Current" Type in Scala

Java

• JVM Internal
• Introduction to Java Bytecode
• Generics
• Streams

C

• Why C Has Pointers

CSS

• A Guide to Flexbox

Frameworks

Java Frameworks

Spring

• Core concepts of Spring

Checker Framework

• Checker Framework

Dev-ops

• The 12 Factor App

Tools

Unix tools

SSH

• Normal ssh tunnel illustration
• Reverse ssh tunnel illustration

Version Control

• Semantic Versioning vs. Romantic Versioning

Online Tools

• Regex 101
• SQL Fiddle
• FlowChart Maker
• Crontab Guru
• Tables Generator
• Json Formatter