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😎 Awesome lists about all kinds of interesting topics
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I've added a curated list of Machine Learning tutorials which are broken down by topics. My new list (https://github.com/ujjwalkarn/Machine-Learning-Tutorials) is significantly different from the other Machine Learning List (https://github.com/josephmisiti/awesome-machine-learning). My list contains awesome tutorials, articles, code implementations and other resources for most ML algorithms which is useful for folks trying to learn and understand these, while the other list focuses on machine learning frameworks/libraries and software by languages but does not provide any tutorials for them. My list is also quite different from the Awesome Data Science List (https://github.com/okulbilisim/awesome-datascience) due to the same reason. |
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A curated list of awesome lists
What makes for an awesome list?
Please read the contribution guidelines or the creating a list guide if you want to contribute.
Check out my blog 🦄 or say hi on Twitter.
Table of Contents
- Platforms
- Programming Languages
- Front-end Development
- Back-end Development
- Computer Science
- Big Data
- Theory
- Books
- Editors
- Gaming
- Development Environment
- Entertainment
- Databases
- Resources
- Learn
- Security
- Miscellaneous
Platforms
- Node.js
- Frontend Development
- iOS
- Android
- IoT & Hybrid Apps
- Electron
- Cordova
- React Native
- Xamarin
- Linux
- OS X
- watchOS
- JVM
- Salesforce
- Amazon Web Services
- Windows
- IPFS
- Fuse
Programming Languages
- JavaScript
- Swift
- Python
- Rust
- Haskell
- PureScript
- Go
- Scala
- Ruby
- Ruby Events (Conferences, Meetups, etc.)
- Clojure
- ClojureScript
- Elixir
- Elm
- Erlang
- Julia
- Lua
- C
- C/C++
- R
- D
- Common Lisp
- Perl
- Groovy
- Dart
- Java
- OCaml
- Coldfusion
- Fortran
- .NET
- PHP
- Delphi
- Assembler
- AutoHotkey
- AutoIt
- Crystal
- TypeScript
Front-end Development
- JavaScript Must Watch Talks
- ES6 Tools
- Web Performance Optimization
- Web Tools
- Critical-Path (Above-the-fold) CSS Tools
- React
- Web Components
- Polymer
- Angular 2
- Angular
- Backbone
- HTML5
- SVG
- Canvas
- KnockoutJS
- Dojo Toolkit
- Inspiration
- Ember
- Android UI
- iOS UI
- Scalable CSS
- Meteor
- BEM
- CSS Must-Watch Talks
- Flexbox
- Web Typography
- Web Accessibility
- Material Design
- CSS
- D3
- Emails
- jQuery
- Web Audio
- Offline-First
Back-end Development
- Django
- Flask
- Docker
- Vagrant
- Pyramid
- Play1 Framework
- CakePHP
- Symfony2
- Laravel
- Rails
- Rails Gem
- Phalcon
- Useful
.htaccess
Snippets - nginx
- Dropwizard
- Kubernetes
Computer Science
- University Courses
- Data Science
- Machine Learning
- Speech and Natural Language Processing
- Linguistics
- Cryptography
- Computer Vision
- Deep Learning (Neural networks)
- Deep Vision
- Open Source Society University
- Functional Programming
- Machine Learning Tutorials
Big Data
Theory
- Papers We Love
- Talks
- Algorithms
- Algorithm Visualizations
- Artificial Intelligence
- Search Engine Optimization
Books
Editors
Gaming
- Game Development
- Game Talks
- Godot (Game engine)
- Open Source Games
- Unity (Game engine)
Development Environment
- Quick Look Plugins
- Dev Env
- Dotfiles
- Shell
- ZSH Plugins
- Browser Extensions for GitHub
- Git Cheat Sheet
- Git Tips
- Git Add-ons
Entertainment
Databases
Resources
- Creative Commons Media
- Images
- Fonts
- Codeface (Text editor fonts)
- Stock Resources
Learn
Security
Miscellaneous
- JSON
- Discounts for Student Developers
- Slack
- Conferences
- GeoJSON
- Sysadmin
- Radio
- Awesome
- Analytics
- FOSS for Developers
- GitHub Cheat Sheet
- Open Companies
- REST
- Selenium
- Endangered Languages
- Slack Communities
- Continuous Delivery
- Services Engineering
- Free for Developers
- Bitcoin
- Answers (Stack Overflow, Quora, etc)
- Sketch (OS X app)
- Places to Post Your Startup
- Maintainance Modules (for npm packages)
- PCAPTools
- Remote Jobs
- Boilerplate Projects
- Mad Science Modules
- Readme
- Tools
- Styleguides
- Blogs
- Design and Development Guides
- Software Engineering Blogs
- Self Hosted
- FOSS Production Apps
- Gulp
- AMA (Ask Me Anything)
- AMA-answers
- GIF
- Open Source Photography
- OpenGL
- JavaScript Standard Style
- Productivity
- GraphQL
- Transit
- Research Tools
- Niche Job Boards
- Data Visualization
- Social Media Share Links
- JSON Datasets
- Microservices
- GitHub
- Unicode Code Points
- Internet of Things
- Open Source Documents
- Umbraco
- Linux Containers
- Beginner-Friendly Projects
License
To the extent possible under law, Sindre Sorhus has waived all copyright and related or neighboring rights to this work.