A to Z Resources

✨This repo serves as a resource for developers to leverage on their journey into several fields like programming languages, frameworks, emerging technologies etc.✨

"We’re here for a reason. I believe a bit of the reason is to throw little torches out to lead people through the dark.” — Whoopi Goldberg

Table of Contents

• Agile

• Android

• Angular

• APEX

• Bitcoin (All about Bitcoin)

• Bootstrap

• C#

• CSS

• Computer Vision

• Data Science

• Deep Learning

• Developer Blog

• Developer Stories

• Django

• ECMA Script 6 Learning (ES6)

• Flask

• Flutter

• Git and GitHub

• Golang

• GraphQL

• Hugo

• InfoSec

• JavaScript

• Machine Learning

• Markdown

• NodeJS

• PHP

• PLSQL

• Podcasts

• PWA

• Python

• ReactJS

• React Native

• Ruby

• Ruby on Rails

• Rust

• Serverless

• Sick Picks

• Svelte

• Swift

• Typescript

• Twilio

• Voice

• Vue

• Women in Tech

• TensorFlow

Agile

• Manifesto for Agile Software Development
• Martin Fowler's website
• Understanding the Agile methodology
• Agile ceremonies

Android

• What is Android
• Android 10
• Android Open Source Project
• Getting Started and be an Android Developer
• Introduction
• Build your first app
• Whats New? AndroidX
• Migrate to AndroidX

Angular

• Official Angular Quickstart
• Angular's Source Code Maintained by Google
• Angular Console A nifty UI for the Angular CLI
• Angular Material Angular implementation of Google's Material design
• Sample Angular Starter App
• John Papa's Blog
• Angular2+ Version Upgrade Guide
• AngularJS to Angular2+ Migration Guide
• Angular in Depth
• NGRX

APEX

• Ask TOM
• Oracle APEX Community
• APEX World
• Oracle LiveSQL
• APEX Office Hours
• Maxime Tremblay's Blog
• Explorer UK
• Talk APEX
• Joel Kallman's Blog
• Oracle APEX Website

Bitcoin

• Mastering Bitcoin

BOOTSTRAP

• W3Schools
• Website Setup
• Bootstrapious
• Tutorials Point
• Bootstrap Tutorial Series
• Hackr.io
• Tabler

C

• Channel9
• Eduonix
• Tutorials Point
• Zetcode
• Tim Corey

CSS

• Marksheet.io
• Mozilla Developer Network
• Codrops CSS Reference
• W3Schools
• CSS Tricks
• 10 great CSS animation resources
• Chen's Blog
• Smashing Magazine
• 30 Sec of CSS
• CSS Reference
• CSS Grid by Wes Bos
• CSS Flexbox by Wes Bos
• Alligator.IO CSS Page
• CSS Images
• Learn CSS Layouts
• Learn HTML & CSS
• Flexbox Froggy
• CSS Grid
• CSS Flexbox - freeCodeCamp
• CSS Grid - freeCodeCamp
• CSS Testing - QuirksMode.org
• Flexbox Froggy
• CSS Diner

Computer Vision

• Udacity Introduction to Computer Vision
• A Gentle Introduction to Computer Vision
• Coursera Computer Vision Basics
• PyImageSearch Blog

Data Science

• DataCamp
• New Coder
• Data Analysis in Python with Pandas
• The Quartz Guide to Bad data
• Analytics Vidhya
• Alison
• Automate the boring stuff with Python
• Complete Data Science RoadMap By Mr. Mimic

Deep Learning

• Deep Learning Specialization (instructor : Andrew Ng) on Coursera
• Udacity Intro to Tensorflow for Deep Learning
• Udacity Intro to Deep Learning with PyTorch

Developer Blog

• Adebiyi Adedotun
• Alistapart
• Assortment.io
• Ayo Isaiah
• Backticks & Tildes
• bitsofcode
• catlin.red
• Creative Bloq
• David Heinemeier Hansson (DHH)
• David Walsh
• Flavio Copes
• Gift Egwuenu
• Jake Archibald
• Harry Cresswell
• Mark Dotto Blog
• Martin Fowler
• Raymond Camden
• Shay Howe
• Tania Rascia
• Todd Motto
• Zell's Blog
• Dan Abramov Blog
• Web Development Reading List
• Developer Roadmap
• CodeWall

Developer Stories

• My #100DaysofCode Experience — The Good, The Bad and The Ugly
• Advice From A 19 Year Old Girl & Software Developer
• Becoming an intermediate developer, keeping up with the Wars
• How to relocate to Germany: IT Specialists sharing their experience

Django

• Django Girls
• Official Django Tutorials
• Classy Class-Based Views
• How To Tango With Django 1.7

ECMAScript 6 Learning

Articles & Tutorials

1. Nicholas Zakas' articles
2. A guide to 2ality’s posts on ECMAScript.next/ECMAScript 6
3. Axel Rauschmayer's articles
4. Use ECMAScript 6 Today
5. Rewriting A WebApp With ECMAScript 6
6. Toward Modern Web Apps with ECMAScript 6
7. A Few New Things Coming To JavaScript
8. Summary of ECMAScript 6 major features
9. 5 Great Features in EcmaScript 6 (ES6 Harmony)
10. An introduction to ES6

• Part 1: Using ES6 Today
• Part 2: Block Scoping
• Part 3: Destructuring
• Part 4: Parameters and Spread

1. ES6 and Typescript Tutorial
2. ECMAScript 6: Jump in, the water is warm!
3. ECMAScript 6 – Playing around in Harmony
4. Playing with iterators and generators in ECMAScript 6
5. Performance in ECMAScript 6
6. 10 ECMASCRIPT-6 TRICKS YOU CAN PERFORM RIGHT NOW
7. Architecture of ECMAScript 6 Modules
8. ECMAScript 6 Generators
9. Destructuring Assignment in ECMAScript 6
10. Hanging up on Callbacks: Generators in ECMAScript 6
11. ECMASCRIPT 6 – STRING.PROTOTYPE.REPEAT()
12. ECMAScript 6 Classes
13. A collaborative website about the ECMAScript 6
14. Destructuring and Recursion in ES-6
15. Tail Calls, Default Arguments, and Excessive Recycling in ES-6
16. Lazy Iterables in JavaScript
17. ES6 In Depth Articles
18. How to Use ES6 for Isomorphic JavaScript Apps
19. ES6 Generators: How do they work?
20. ECMASCript 2015 series on @medium
21. ES6 In Depth articles by Nicolas Bevacqua
22. ES6 Overview in 350 Bullet Points by Nicolas Bevacqua
23. ECMAScript 6 Overview in simple terms
24. Using ES6 at work
25. ES6 for Humans - Kickstarter Guide to writing ES6

Books

1. Understanding ECMAScript 6 - read online
2. JS.next: A Manager’s Guide
3. Exploring ES6
4. You Don't Know JS: ES6 & Beyond
5. Expert JavaScript
6. JavaScript Allongé, The "Six" Edition
7. Setting Up ES6 - Read Online
8. Exploring ES6
9. ECMAScript 6 Succinctly
10. Let's Learn ES6
11. ES6 in Practice
12. Get Programming with JavaScript Next
13. Builder Book: Learn how to build a full stack JavaScript web app from scratch

Built with ES6

1. Learn Harmony
2. Gistbook

Courses

1. What’s Coming to JavaScript - Tuts+
2. JavaScript Fundamentals for ES6 - Pluralsight
3. JS.Next: ES6 - Frontend Masters
4. ES6 For Everyone
5. Rapid ES6 Training - Pluralsight
6. ES2015 Crash Course
7. ES6 Javascript: The Complete Developer's Guide
8. Programming with ECMAScript 2015 (Video Course) by Lohith G. N., Packt. (April 2017)
9. ES6 in Motion by Wes Higbee, Manning. (May 2017) - packed with exercises
10. ES6: JavaScript Improved - Udacity

Learn with Code

1. Learn Harmony
2. ECMAScript 6 — Feature Overview & Comparison
3. ES6 Katas

Podcasts

1. 5 minutes of JavaScript - #18
2. Javascript Jabber - ES6 with Aaron Frost - #68

Screencasts

1. ECMAScript 6
2. ES6! Let's do it
3. What's Coming to JavaScript: Picking the ECMAScript 6 Environments
4. ECMAScript 6—Alec Larsen
5. ES6 - tagtree.tv episode 01 | episode 02 | episode 03 | episode 04
6. ES6 - the let keyword
7. ECMAscript 6 Lessons - egghead.io
8. Ode to Code
9. ES6 Tutorial for Beginners part 01 | part 02

Slides

1. EcmaScript 6 - My Favorite Things
2. An Overview of ECMAScript 6 - Axel Rauschmayer
3. ECMAScript 6: A Better JavaScript for the Ambient Computing Era
4. Speakerdeck presentations
5. Slideshare Presentations
6. Slid.es Presentations
7. The power of ES6 - Charles King

Talks

1. Brendan Eich: ECMA Harmony and the Future of JavaScript
2. Dave Herman: The Future of JavaScript
3. What's ECMAScript 6 Good For? - Presentation by Julio Cesar Ody
4. Hanging Up On Callbacks: Using ECMAScript 6 Generators
5. Axel Rauschmayer - A 90 minute overview of ECMAScript 6
6. Kit Cambridge, "EcmaScript Next: The Subtleties of ES 6" at W3Conf 2013
7. Yehuda Katz - ECMAScript 6
8. Ben Newman - Easing into ECMAScript 6 and Beyond
9. Rick Waldron - The Future of JavaScript
10. What's new on EcmaScript6
11. Practical Workflows for ES6 Modules - Fluent 2014
12. The State of JavaScript - Brendan Eich
13. Luke Hoban: ECMAScript 6
14. John K. Paul - ES6 Right Now

Transpilers/Polyfills

Transpilers

1. Babel
2. Google Traceur
3. Google Caja
4. Esprima
5. ES Transpiler

Polyfills

1. es6-shim - ECMAScript 6 (Harmony) compatibility shims for legacy JavaScript engines
2. es6-collections - Map, WeakMap, and Set fast/simple shim for Harmony collections
3. shepherd-js - ES:Harmony compliant module loader and module maker that fits nicely with each and every JS file you can have to work with.
4. require-hm - RequireJS loader plugin that supports ES6 Modules.
5. es6-module-loader - An ES6 Module Loader polyfill based on the latest spec.
6. SystemJS - Universal dynamic module loader - loads ES6 modules, AMD, CommonJS and global scripts in the browser and NodeJS. Works with both Traceur and Babel, built on top of the dynamic ES6 module loader polyfill.
7. jspm-cli - jspm is a package manager for the SystemJS universal module loader, built on top of the dynamic ES6 module loader polyfill.

More Useful Links

1. es6features - Overview of ECMAScript 6 features
2. ECMAScript 6 compatibility table
3. ES6 Fiddle
4. ECMAScript 6 Resources For The Curious JavaScripter
5. ES6 what can be shimmed and what not.
6. EcmaScript Sixth Edition Overview
7. JSFixed - share your feelings, loves, hates, proposals on ES.next
8. es-discuss - Discussion of ECMAScript
9. Airbnb Javascript Style Guide for ES6

Flutter

• Introduction to Flutter Development Using Dart
• Flutter Course - Full Tutorial for Beginners
• Flutter: Learning Resources for Beginners
• Flutter Tutorial by The Net Ninja
• Example Flutter theme
• Example Flutter UI

Flask

• Flask Official Documentation
• Flask Tutorial
• Python Flask Tutorials
• The Flask Mega Tutorial by Miguel Grinberg

Git and GitHub

• The official github guides
• GitHub Training
• Git and GitHub by freecodecamp.org
• Get to know Git by scotch.io (Premium content)
• Git and GitHub for beginners (Traversy Media)
• Git and GitHub commands (a list)

Golang

• A Tour of Go
• Go by Example
• Learn Go in Y minutes
• Go Crash Course
• Go for Javascript Developers
• Golang Tutorials

GraphQL

• What is GraphQL?
• Intro to GraphQL
• GraphQL Explained
• GraphQL vs REST overview
• From REST to GraphQL
• Authorization in GraphQL
• Authentication and Authorization in GraphQL
• HowToGraphQL
• GraphQL with React Tutorial

Hugo

• Hugo in Action

InfoSec

• awesome-infosec
• SecLists
• OWASP Top 10
• Beggining with Reverse Engineering
• CTF field guide
• Metasploit unleashed
• Infosec Institute

Ionic

• Ionic Tutorials & Courses
• Learn Ionic Fast
• Ionic Tutorial

JavaScript

• A brief history of Javascript (Must Read)
• FreeCodeCamp
• The Odin Project
• Fun Fun Function
• The Coding Train
• CodeSchool
• Egghead
• Ally.io
• How to code in JavaScript Digital Ocean
• Codeburst.io
• Hackernoon
• YDKJS
• JavaScript in 14 minutes
• Scotch.io
• ES6 Overview in 350 Bullet Points
• Setup Continuous Integration with Travis CI in Your Nodejs App
• Javascript 30 by Wes Bos
• ES6 for Everyone by Wes Bos
• Alligator.io Javascript page
• JavaScript.info
• Object Oriented JavaScript
• Learn X in Y minutes: JavaScript
• CSX Structured JavaScript Learning Journey - Codesmith
• Dev.to JavaScript
• JavaScript Garden
• Codecademy: Introduction to JavaScript
• Eloquent JavaScript
• Mozilla's JavaScript Guide
• JavaScript for Cats
• Beginner JavaScript by Wes Bos

Machine Learning

• Fast.ai
• Andrew Ng’s Machine Learning course
• Kaggle
• Topal
• MonkeyLearn
• An Introduction to Statistical Learning with Applications in R
• Intro to Deep Learning with PyTorch

Malware Analysis

• Malware Analyst's Cookbook and DVD: Tools and Techniques for Fighting Malicious Code
• Practical Malware Analysis
• Exploit writing Tutorial
• Shell code database

Markdown

• Learn Markdown in Y minutes
• Markdown Tutorial
• Markdown lessons
• Mastering Markdown
• Markdown Cheat Sheet
• Make a README

NodeJS

• Learn Node by Wes Bos
• Alligator.IO Node Page
• The Art of Node
• You don't know Node.js
• The Node Way
• Teach Yourself Node.js In Ten Steps
• Learn the Node.js Runtime Itself
• Microsoft Node.js Guidelines
• Offline Installation of npm Packages
• Using npm as a build tool
• How to Get Node.js Logging Right
• Node.js Testing with Jest
• Node.js Testing with Mocha
• Error Handling in Node.js
• Error Handling Best Practices in Node.js
• Node.js Security Checklist
• 13 Best Practices for Node.js Security
• Node.js Production Checklist
• Debugging Node.js Apps in Production
• Node.js Performance Tips
• Measuring HTTP Timings with Node.js
• Advanced Node.js(videos)
• Node.js Interview Questions and Answers
• Tutorialspoint
• A Roadmap for Node.js Security
• Server-side Development with NodeJS, Express and MongoDB
• Awesome Node.JS (A-Z) Youtube Lecture
• Nodejs.dev

PHP

• 7 days challenge
• The right way
• In site learn
• Complete macos PHP setup
• Laravel framework
• Laracasts
• PHP Tutorial

PLSQL

• TechOnTheNet
• Tutorials Point
• Oracle Database Development Guide

Podcasts

• Behind the Tech
• CodeNewbie
• Syntax
• Software Engineering Daily
• The Freecodecamp Podcast
• Indie Hackers
• Rework
• Darknet Diaries
• Developer Tea
• ForLoop Pod
• Soft Skills Engineering
• Free Code Camp
• Full Stack Radio
• The Women in Tech Show
• Front End Happy Hour
• Laravel Podcast
• Laracast Snippet
• Pursuit Podcast
• Battle Tactics for Your Sexist Workplace
• Women in Tech
• Masters Of Scale
• Shop talk show
• Hanselminutes- Fresh Tech Talk from Fresh Faces
• This Week In Tech
• JS Party
• My Life As A Software Engineer
• The Cynical Developer

PWA

• The Complete Guide to Progressive Web Apps
• A Beginner's Guide to Service Workers
• Progressive Web Application Codelab
• 4 important points to know about Progressive Web Apps (PWA)
• PWA (Progressive Web App) Tutorial

Python

• Learn Python the Hard Way
• CS50's Web Programming with Python and JavaScript
• Automate the Boring Stuff with Python
• Think Python 2nd Edition
• Python Tips
• Inside The Python Virtual Machine
• CodingBat - Python
• Python for Fun
• A Byte of Python
• Learn Python 3 By Code Academy

ReactJS

• React for Beginners by Wes Bos
• Learn React
• The React BootCamp
• Fullstack Advanced React and GraphQL by Wes Bos
• Alligator.IO React Page
• Egghead.io
• Frontend Masters
• Roadmap to becoming a React developer
• fullstackreact
• The Road to learn React
• React Fundamentals by Tyler Mcginnis
• Hooks Guide
• Overreacted by Dan Abramov
• React & Firebase
• React Hooks & Context Tutorial
• React & Redux Complete Tutorial
• React Tutorials by React Community
• Pure React
• React Handbook
• React Enlightenment
• React Hooks in Action

React Native

• InstaMobile Blog
• BootDey React Native Snippets
• Awesome React Native
• UI Libraries
• The State Of React Native

Ruby

• Learn Ruby the Hard Way
• The Ruby Reference
• Ada Developers Academy Jump Start
• App Academy Open

Ruby on Rails

• Official Rails Website
• David Heinemeier Hansson
• GoRails
• Rails Screen Casts
• Agile Web Development with Rails 5
• Ruby on Rails Tutorial: Learn Web Development with Rails

Rust

• Rust by Example
• The Rust Programming Language (Book)

Serverless

• Serverless
• The Power of Serverless
• Awesome Serverless
• A Cloud Guru
• AWS Fundamentals: Building Serverless Applications
• DynamoDB Book
• The Serverless Handbook

Sick Picks

• 100 Tips to Becoming a better Developer
• Super Cool Illustrations
• A coder's guide to APIs
• Why Coding Style Matters
• Google Styleguide
• Github Styleguide
• Want To Become A Multi-Millionaire? Do These 15 Things Immediately.
• Interruption is Not Collaboration
• Emoji Cheat Sheet
• UiGradient
• FlatUIColor Picker
• The Stocks
• Front-End Developer Handbook 2018
• Everything about Static Web Applications
• Array Explorer
• Object Explorer
• Create VSCode Theme Extension
• 30 Seconds of Interviews
• Andela Learning Digest
• DevTube
• Make Front-End Shit Again
• Learn algorithms from Tushar Roy for jobs
• Refactoring, write awesome code
• Remove Background from Images
• Creative Coding Experiments Blog
• CanIUse
• Clean Code JavaScript
• Cool Tech Confrence Talks

Svelte

• Svelte and Sapper in Action (Book)
• The Svelte Handbook (Book)
• Web Development Simplified with Svelte
• Rethinking Reactivity
• The Return of 'Write Less, Do More'
• Simplify Web App Development with Svelte

Swift

• iOS and Swift for Beginners
• The Complete iOS App Development Bootcamp
• Become an iOS Developer
• How to learn Swift programming for free in 2020

Typescript

• Typescript Deep Dive (Book)
• Typescript Wiki
• Typescript Handbook
• Complete Typing Guide
• Starter Template for Typescript and Node.js
• Typescript Debugging in VSCode
• Using Jest for Typescript Testing
• Typescript Exercises

TensorFlow

• Introduction for TensorFlow for Deep Learning

Voice

• Alexa Skills Kit Tutorials
• Build Actions for the Google Assistant

Vue

• Egghead.io
• Front End Masters
• Routing and Route Protection in Server-Rendered Vue Apps Using Nuxt.js
• Guide to Learning Vue
• Made with Vue.js
• Awesome Vue
• 4 Awesome Things You Can Do with the Vue.js CLI
• Vue.js Cookbook
• From Zero to Hero with Vue - But first, why Vue?
• Vue Mastery - Multiple Free Classes
• Laravel Cast - Learn Vue 2 Step by Step
• Vue Cheatsheet

Women in Tech

• Vue Vixens
• PyLadies
• Women Who Code
• Ladies of Code
• Women in Tech
• Tech Ladies
• Women TechMakers
• Ladybug Podcast - Women in Tech