Learning Resources: Web Dev, APIs, DevOps, Machine Learning

Web Learning Resources

• HowToGraphQL : Best Way to Get Started with GraphQL IMO
• Mozilla Docs : Become a web wizard
• TogetherJS : Collaborate in real time
• Storybook : Local plyaground for React components
• TodoMVC : Learn the different design patterns implementing the same app
• Scotch.io : Well written tutorial mini-projects
• Egghead.io : Courses
• Beginners Book : Learn lots about computer science and development
• StackShare
• CoreUI
• Bit
• WideSkills
• Back Your Stack
• Humble Bundle
• The Odin Project
• Google Tech Dev Guide
• Javascript.Info
• Thinkster
• DevDocs

Web Application APIs

• Contentful : Headless CMS with easy to use API
• Public APIs : List of APIs you don't need auth to use
• Pusher : Send and Receive Data Realtime API
• Twilio : SNS Messaging API

DevOps

• Katacoda : Docker, Kubernetes, Google Cloud, etc. short + sweet lessons
• A Cloud Guru : Serious AWS Certification help

Machine Learning

• DataCamp : Learn data science and machine learning
• Fast.AI : Free resource to begin with Deep Learning and learn from a Kaggle champ - example is identifyying Cats vs. Dogs
• Python Programming : Great free tutorials for python and deep learning with python

Python

• Real Python