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Note: if you\ngo to stackoverflow and click any tag, then go to the info tab, it should contain resources about that tag.\n\n# What to Learn\n\u003e1. [Front End](https://github.com/anungma/awesome-fullstack#front-end-tier)\n2. [Middle Tier (Servers)](https://github.com/anungma/awesome-fullstack#middle-tier)\n3. [Backend Tier (Database)](https://github.com/anungma/awesome-fullstack#back-end-tier-database)\n4. [Dev-Ops,Product Management,Deployment, etc](https://github.com/anungma/awesome-fullstack#dev-ops-continuous-deliveryintegrationdeployment)\n5. [Algorithms, AI, ML](https://github.com/anungma/awesome-fullstack#algorithms-and-data-structures)\n6. [Community](https://github.com/anungma/awesome-fullstack#community)\n7. [Open Sourcing: TBD](#)\n9. [Interview Preparation](https://github.com/anungma/awesome-fullstack#interview-preparation)\n10. [Jobs](https://github.com/anungma/awesome-fullstack#jobs)\n11. [Other](https://github.com/anungma/awesome-fullstack#other)\n12. [Youtube Videos](https://news.ycombinator.com/item?id=12702651)\n\n\n## License\n\nMIT\n\n## Contribute\n\n\u003e Contributions are welcome! Just do a pull request!\n  - **Working on your first Pull Request?** You can learn how from this *free* series [How to Contribute to an Open Source Project on GitHub](https://egghead.io/series/how-to-contribute-to-an-open-source-project-on-github)\n\n# Front-end tier\n\u003e What people see; User Interface / User Experience / Client Side / Design / Games / Mobile / T.V. / Hardware\n[Front End Developer HandBook](https://frontendmasters.gitbooks.io/front-end-handbook/content/index.html)\n\n\u003e1. **HTML**\n  - [Intro](https://github.com/anungma/awesome-fullstack#html-intro)\n2. **CSS**\n  1. [Intro](https://github.com/anungma/awesome-fullstack#css-intro)\n  2. [Animations](https://robots.thoughtbot.com/css-animation-for-beginners)\n    - [Css animation for beginners (Youtube)](https://www.youtube.com/watch?v=D9YQBaDBJ88)\n    - [How well do you know display](https://www.chenhuijing.com/blog/how-well-do-you-know-display/)\n3. **Javascript**\n  1. [Intro](https://github.com/anungma/awesome-fullstack#js-intro)\n  2. [Jquery](https://github.com/anungma/awesome-fullstack#jquery-intro)\n  3. [JS Intermediate](https://github.com/anungma/awesome-fullstack#js-intermediate)\n  4. [Awesome JS](https://github.com/anungma/awesome-fullstack#awesome-js-list)\n4. **Client Side Development (Web)**\n  - MVC-ish Frameworks\n      - [React](https://github.com/anungma/awesome-fullstack#react)\n        - [Redux](https://github.com/anungma/awesome-fullstack#redux)\n        - [Learn Relay](https://learnrelay.org/)\n      - [Agular 2](https://github.com/AngularClass/awesome-angular2)\n      - [Agular 1](https://github.com/gianarb/awesome-angularjs)\n      - [Backbone](https://github.com/sadcitizen/awesome-backbone)\n      - [Ember](https://github.com/nmec/awesome-ember)\n      - [Mithril](https://github.com/lhorie/mithril)\n  - Build Tools\n      - [Webpack](https://webpack.github.io/docs/tutorials/getting-started/)\n      - [Browserify](http://browserify.org/)\n      - [Gulp](https://github.com/alferov/awesome-gulp)\n      - [Grunt](http://gruntjs.com/)\n  - Web App (Tools / Libraries / Frameworks)\n    1. CSS / Stylesheet language\n      - [Inline Styles](https://github.com/erikras/react-redux-universal-hot-example/blob/master/docs/InlineStyles.md)\n      - [Sass](http://sass-lang.com/)\n      - [Less](http://lesscss.org/)\n    2. Web Framework\n      - [Materialize](http://materializecss.com/)\n      - [Bootstrap](http://getbootstrap.com/)\n      - [Google Material Design Lite](https://getmdl.io/)\n      - [Foundation](http://foundation.zurb.com/)\n  - Testing\n      - [Selenium](http://www.seleniumhq.org/)\n      - [Jest](https://facebook.github.io/jest/)\n      - [Mocha](https://mochajs.org/)\n      - [Jasmine](jasmine.github.io/)\n      - [Chai](chaijs.com/)\n      - [Sinon](sinonjs.org/)\n  - Tools\n      - [Google Analytics](https://www.google.ca/analytics/)\n      - [Crazy Egg](https://www.crazyegg.com/)\n      - [Sumo Me](https://sumome.com/app/heat-maps)\n  - Checklist\n      - [Web Checklist](http://webdevchecklist.com/), [Github](https://github.com/ligershark/webdevchecklist.com)\n      - [Landing Page Checklist](http://unbounce.com/landing-pages/checklist/)\n      - [Website Laung Checklist](https://news.ycombinator.com/item?id=9522885)\n      - [Web Components](https://github.com/webcomponents/gold-standard/wiki)\n      - [Web checklist](http://tryblocks.com/departure/index.html)\n5. **Design, Copy Writing, SEO, Optimization**\n  - [Awesome Design, UI/UX](https://github.com/anungma/awesome-ui)\n  - [Design Resources in HH Design](https://medium.com/hh-design/design-resources-5071be5f2e43)\n  - [Optimization](https://github.com/davidsonfellipe/awesome-wpo)\n  - [Search Engine Optimization](https://github.com/marcobiedermann/search-engine-optimization)\n  - [Web Components the right way](https://github.com/mateusortiz/webcomponents-the-right-way)\n6. **Mobile**\n  1. [Android](https://github.com/JStumpp/awesome-android)\n  2. [Ios Swift](https://github.com/matteocrippa/awesome-swift) OR [awesome ios](https://github.com/vsouza/awesome-ios)\n  3. [Windows](https://developer.microsoft.com/en-us/windows)\n  4. [Black Berry](https://developer.blackberry.com/)\n  5. [Native Script](https://www.nativescript.org/)\n  6. [React Native](https://github.com/anungma/awesome-fullstack#react-native)\n7. **Gaming**\n  0. [Amit's Gaming Programming Information](http://www-cs-students.stanford.edu/~amitp/gameprog.html)\n  1. [Unity](https://unity3d.com/)\n  2. [Unreal Engine](https://www.unrealengine.com/what-is-unreal-engine-4)\n  3. [GameMaker](http://www.yoyogames.com/gamemaker)\n  4. [Construct2](https://www.scirra.com/construct2)\n  5. [Playmaker](http://www.hutonggames.com/showcase.html)\n  6. [Stencyl](http://www.stencyl.com/)\n  7. [Godot](http://www.godotengine.org/)\n  8. [Amazon Lumberyard](http://aws.amazon.com/lumberyard/)\n  9. [2D resources](https://www.reddit.com/r/Unity2D/comments/3dfi5k/lets_create_a_list_of_all_100_free_2d_assets_with/)\n  10. [2D unity rpg tutorial](https://www.youtube.com/watch?v=NNpLsimyu3I\u0026index=1\u0026list=PL_4rJ_acBNMH3SExL3yIOzaqj5IP5CJLC)\n8. **IoT**\n  1. [Arduino](https://github.com/Lembed/Awesome-arduino)\n  2. [Raspberry Pi](https://github.com/blackout314/awesome-raspberry-pi)\n9. [**Embedded**](http://www.instructables.com/tag/type-id/category-technology/)\n10. Desktop\n  1. [Awesome Electron](https://github.com/sindresorhus/awesome-electron)\n\n\n# Middle-tier\n\u003eThe endpoint that talks to the client-side and the database\n\n\u003e1. [**Web Servers by language**](https://github.com/anungma/awesome-fullstack#server-side)\n  - [GraphQL](https://learngraphql.com)\n  - [C](https://github.com/kozross/awesome-c)\n  - [C++](https://github.com/fffaraz/awesome-cpp)\n  - [C# / Dotnet](https://github.com/quozd/awesome-dotnet)\n  - [Elixir/Erlang](http://www.phoenixframework.org/docs/learning-elixir-and-erlang)\n  - [Go](https://github.com/anungma/awesome-fullstack#go-server)\n  - [Java](https://github.com/akullpp/awesome-java)\n  - [Javascript](https://github.com/anungma/awesome-fullstack#javascript-server)\n  - [PHP](https://github.com/ziadoz/awesome-php)\n  - [Python](https://github.com/vinta/awesome-python)\n  - [Ruby](https://github.com/anungma/awesome-fullstack#ruby)\n  - [Scala](https://github.com/lauris/awesome-scala)\n\n2. [**Networking**](https://github.com/anungma/awesome-fullstack#networking)\n3. **API / RESTful Service**\n  - [Awesome REST](https://github.com/marmelab/awesome-rest)\n  - [Awesome API](https://github.com/Kikobeats/awesome-api)\n  - [HTTP API Design Guide](https://geemus.gitbooks.io/http-api-design/content/en/index.html)\n4. **Serverless**\n5. [**Command Line**](https://github.com/anungma/awesome-fullstack#command-line)\n6. **Hosting**\n7. **Micro Services**\n8. [Testing](http://stackoverflow.com/questions/520064/what-is-unit-test-integration-test-smoke-test-regression-test)\n  1. [Unit Test](https://github.com/anungma/awesome-fullstack#unit-testing)\n  2. [Integration Test / Functional Test](https://github.com/anungma/awesome-fullstack#integration-testing)\n  3. [Smoke Test (Sanity check)](https://github.com/anungma/awesome-fullstack#smoke-testing)\n  4. [Regression Test](https://github.com/anungma/awesome-fullstack#regression-testing)\n  5. [Acceptance Test](https://github.com/anungma/awesome-fullstack#acceptance-testing)\n  6. [Systems Test](https://github.com/anungma/awesome-fullstack#systems-testing)\n  7. [Flagging Test](https://github.com/anungma/awesome-fullstack#flagging-test)\n  8. [End to End Test](https://github.com/anungma/awesome-fullstack#end-to-end-testing)\n  9. [Blogs](http://googletesting.blogspot.ca/2015/04/just-say-no-to-more-end-to-end-tests.html)\n9. [**OWASP**](https://www.owasp.org/index.php/Main_Page)\n10. [**Dev Ops / Environment/ Continous Integration**](https://github.com/anungma/awesome-fullstack#dev-ops-continuous-deliveryintegrationdeployment)\n11. **Tools**\n  - [Postman](https://chrome.google.com/webstore/detail/postman/fhbjgbiflinjbdggehcddcbncdddomop?hl=en)\n  - [Wire shark](https://www.wireshark.org/)\n12. **Configuration Management (CM) / Server Management**\n  - [Salt](https://saltstack.com/)\n  - [Puppet](https://puppet.com/)\n  - [Chef](https://www.chef.io/)\n  - [Ansible](https://www.ansible.com/)\n  - [Docker](https://github.com/veggiemonk/awesome-docker)\n  - [Kubernetes](kubernetes.io/)\n  - [Docker Compose](https://docs.docker.com/compose/)\n13. [**Platforms**](https://github.com/anungma/awesome-fullstack#platforms)\n  - PAAS\n    - [AWS](https://github.com/anungma/awesome-fullstack#aws)\n    - [Heroku](https://www.heroku.com/)\n    - [Google Cloud App Engine](https://cloud.google.com/appengine/docs)\n  - IAAS\n    - [Digital Ocean](https://www.digitalocean.com/)\n    - [Open Shift](https://www.openshift.com/)\n    - [GCE](https://cloud.google.com/compute/)\n    - [AWS](http://aws.amazon.com/)\n  - BAAS\n    - [Compose](https://compose.io/)\n    - [firebase](https://www.firebase.com/)\n    - [pusher](https://pusher.com/)\n    - [pubnub](https://www.pubnub.com/)\n  - [Self Hosting](https://github.com/Kickball/awesome-selfhosted)\n14. **Checklist**\n  - [Checklist](https://securitychecklist.org/)\n  - [Linux](https://github.com/lfit/itpol/blob/master/linux-workstation-security.md)\n\n# Back-end tier (Database)\n\u003eStores and retrieves your data\n\n\u003e1. [**Sql**](https://github.com/anungma/awesome-fullstack#sql)\n2. [**NoSql**](https://github.com/anungma/awesome-fullstack#nosql)\n3. [**NewSql**](https://en.wikipedia.org/wiki/NewSQL)\n4. **Caching**\n5. **Search**\n6. [**Data Sets**](https://github.com/caesar0301/awesome-public-datasets)\n7. [**Data Mining**](http://guidetodatamining.com/)\n\n# Distributed Systems\n\u003e Fundamentals Include: Cap Theorem, FLP Impossibility Theorem, Bimodal Multicast, Raft / Paxos, Lamport Time\n\n- [MIT 6.824](http://nil.csail.mit.edu/6.824/2015/)\n- [Ed X](https://www.edx.org/course/reliable-distributed-algorithms-part-1-kthx-id2203-1x)\n- [Washington CSE 452](https://courses.cs.washington.edu/courses/cse452/16wi/calendar/lecturelist.html)\n\n\n# Dev Ops, Continuous Delivery/Integration/Deployment\n\u003e The practice of collaborating for software deployment\n- [Awesome Distributed Systems](https://github.com/theanalyst/awesome-distributed-systems)\n- [Dev Ops](https://github.com/anungma/awesome-fullstack#dev-ops)\n- Continuous integration\n- Continuous delivery\n- Continuous deployment\n- Feature toggle\n- Artifacts\n- Rollbacks\n- **Tools**\n  1. [Jenkins](https://jenkins.io)\n  2. [Travis](https://travis-ci.org)\n  3. [Habitat.sh automation](https://www.habitat.sh/)\n  4. [Vagrant](https://www.vagrantup.com/)\n  5. [Docker](https://github.com/veggiemonk/awesome-docker)\n- **Cluster Management / Containers / Infrastructure**\n  1. [Kubernetes](http://kubernetes.io/)\n  2. Docker + Vagrant\n  3. [Terraform](https://www.terraform.io/)\n\n\n\n#Software Product Management\n\u003e The process of manging the task to deploy a product/feature\n\n- [Agile Manifesto](http://agilemethodology.org/)\n- [Software Development Process](https://en.wikipedia.org/wiki/Software_development_process)\n- [Software Requirements Specifications](https://en.wikipedia.org/wiki/Software_requirements_specification)\n- [Software Requirements](http://www.tutorialspoint.com/software_engineering/software_requirements.htm)\n- [Joel Test: 12 Steps to Better Code](http://www.joelonsoftware.com/articles/fog0000000043.html)\n- [Code Review](https://github.com/thoughtbot/guides/tree/master/code-review)\n\n# Algorithms and Data Structures\n\u003e Algorithms, DataScience AI, and ML\n\n- [Foundations of Data Science](https://news.ycombinator.com/item?id=12659141)\n- [Better Explained](http://betterexplained.com/)\n- [MIT ALgorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/)\n- [Hacker Rank](https://www.hackerrank.com/domains)\n- [Topcoder](https://www.topcoder.com/)\n- [Coursera Stanford](https://www.coursera.org/course/algo)\n- [Coursera Princeton](https://www.coursera.org/course/algs4partI)\n- [Erik Demaine Classes](http://erikdemaine.org/classes/)\n- [Udacity](https://www.udacity.com/course/intro-to-algorithms--cs215)\n- [OEDB list](http://oedb.org/open/search-results/?search-term=algorithm)\n- [ACM introduction to programming contest stanford](http://web.stanford.edu/class/cs97si/)\n- [Competitive programming course](https://algo.is/t-414-aflv-competitive-programming-course-2016/)\n\n## Machine Learning and AI\n\n- [Artificial Intelligence Lecture Videos](https://news.ycombinator.com/item?id=12667761)\n- [Free Machine Learning Books](https://hackerlists.com/free-machine-learning-books/)\n- [Awesome ML](https://github.com/josephmisiti/awesome-machine-learning)\n- [Andrew Ng Coursera](https://www.coursera.org/learn/machine-learning)\n- [Awesome AI courses](https://github.com/prakhar1989/awesome-courses#artificial-intelligence)\n- [Berkeley Intro to AI](http://ai.berkeley.edu/lecture_videos.html)\n- [Berkeley Intro to AI 2015 version](https://www.youtube.com/playlist?list=PL-XXv-cvA_iA4YSaTMfF_K_wvrKAY2H8u)\n- [Berkeley Deep Reinforcement Learning](http://rll.berkeley.edu/deeprlcourse/)\n- [Udacity Intro To ML](https://www.udacity.com/course/intro-to-machine-learning--ud120)\n- [MIT 6.034](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/)\n- [Neural Networks \u0026 Deep Learning](http://neuralnetworksanddeeplearning.com/index.html)\n- [Data Sets](https://github.com/caesar0301/awesome-public-datasets)\n- [Open AI Generative Models](https://openai.com/blog/generative-models/)\n- [Machine learning books by r/MachineLearning](https://www.reddit.com/r/MachineLearning/comments/1jeawf/machine_learning_books/)\n- [Machine learning by r/MachineLearning/wiki/index](https://www.reddit.com/r/MachineLearning/wiki/index)\n- [CMU ML course](http://www.cs.cmu.edu/~awm/10701/)\n- [Statistical learning theory](http://people.eecs.berkeley.edu/~jordan/courses/281A-fall07/)\n- [Berkeley ML](http://inst.eecs.berkeley.edu/~cs188/sp08/lectures.html)\n- [Statistical learning theory](http://people.eecs.berkeley.edu/~jordan/courses/281A-fall07/)\n- [Stanford 229](http://cs229.stanford.edu/)\n\n## Deep Learning-ish\n\u003e[Skills to for machine learning by OpenAI CTO, Greg Brockman](https://www.quora.com/What-are-the-best-ways-to-pick-up-Deep-Learning-skills-as-an-engineer/answer/Greg-Brockman?srid=cgo\u0026share=d1ac0da2)\n\n- [Machine Learning is Fun](https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471#.runmpceje)\n- [Deep Learning Book](https://github.com/HFTrader/DeepLearningBook)\n- [How to start deep learning](http://ofir.io/How-to-Start-Learning-Deep-Learning/)\n- [Hello Tensor Flow](https://www.oreilly.com/learning/hello-tensorflow)\n- [MIT deep learning press book](http://www.deeplearningbook.org/)\n- [Reinforcement learning an introduction](https://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html)\n- [Reinforcement Learning at georgia tech](https://www.udacity.com/course/reinforcement-learning--ud600)\n\n\n## Other Domains in CS\n- [Statistics Self Study](https://news.ycombinator.com/item?id=12703032)\n- [Scientific python cheat sheet](https://ipgp.github.io/scientific_python_cheat_sheet/)\n- [Nengo: simulate large scale brain models](https://github.com/nengo/nengo)\n- [Statistics for hackers](https://www.youtube.com/watch?v=L5GVOFAYi8k)\n- [Statistics without pain](https://www.youtube.com/watch?v=5Dnw46eC-0o\u0026feature=youtu.be)\n\n\n# Paradigms\n\u003e [Programming Paradigms](https://en.wikipedia.org/wiki/Programming_paradigm)\n\n# Community\n\u003e Find people who share your collective identity\n\n1. [Stackoverflow](http://stackoverflow.com)\n2. [HN](http://news.ycombinator.com)\n3. [Reddit](http://reddit.com/r/programming)\n\n# HTML Intro\n- [Khan Academy](https://www.khanacademy.org/computing/computer-programming/html-css)\n- [Free Code Camp](https://www.freecodecamp.com/challenges/say-hello-to-html-elements)\n- [Code Academy](https://www.codecademy.com/learn/web)\n- [https://www.codeschool.com/learn/html-css](https://www.codeschool.com/learn/html-css)\n- [Shayhowe](http://learn.shayhowe.com/html-css/building-your-first-web-page/)\n- [W3C HTML5 Tutorial](http://www.w3schools.com/html/)\n- [Mozilla](https://developer.mozilla.org/en-US/Learn/HTML/Introduction_to_HTML/Getting_started)\n- [Everything Html Head](https://github.com/joshbuchea/HEAD)\n\n# CSS Intro\n- [Khan Academy](https://www.khanacademy.org/computing/hour-of-code/hour-of-html/p/css-basics)\n- [Free Code Camp](https://www.freecodecamp.com/challenges/use-css-selectors-to-style-elements)\n- [w3c](http://www.w3schools.com/css/)\n- [Learn Layout](http://learnlayout.com/margin-auto.html)\n- [Shayhowe](http://learn.shayhowe.com/html-css/getting-to-know-css/)\n- [Egghead](https://egghead.io/technologies/css)\n- [msdn](https://channel9.msdn.com/Series/JavaScript-Fundamentals-Development-for-Absolute-Beginners)\n- [FlexBox](https://github.com/cjcenizal/flexbox-patterns)\n- [Awesome FlexBox](https://github.com/afonsopacifer/awesome-flexbox)\n- [Awesome CSS](https://github.com/sotayamashita/awesome-css)\n- [Load Spinners](http://github.danielcardoso.net/load-awesome/animations.html)\n\n# JS Intro\n- [Free Code Camp](https://www.freecodecamp.com/challenges/comment-your-javascript-code)\n- [w3c](http://www.w3schools.com/js/)\n- [codeacademy](https://www.codecademy.com/learn/javascript)\n- [egghead](https://egghead.io/technologies/js)\n- [codeschool](https://www.codeschool.com/learn/javascript)\n- [Stackoverflow Resource](http://stackoverflow.com/tags/javascript/info)\n\n\n# Jquery Intro\n- [Free code camp](https://www.freecodecamp.com/challenges/learn-how-script-tags-and-document-ready-work)\n\n# JS Intermediate\n- [AirBNB: JS Style Guide](https://github.com/airbnb/javascript)\n- [Reddit learnjs](https://www.reddit.com/r/learnjavascript/top/)\n- [YDKSJS](https://github.com/getify/You-Dont-Know-JS)\n- [Eloquent JS](http://eloquentjavascript.net/)\n- [Codementor](https://www.codementor.io/learn-javascript-online)\n- [ES6](https://github.com/ericdouglas/ES6-Learning)\n\n\n# Awesome JS List\n- [Awesome JS:Browser](https://github.com/sorrycc/awesome-javascript)\n- [Awesome JS:Learning Guide](https://github.com/wwsun/awesome-javascript)\n- [Awesome Promises](https://github.com/wbinnssmith/awesome-promises)\n- [Awesome Books](https://github.com/wbinnssmith/awesome-promises)\n\n# React\n- [awesome react](https://github.com/enaqx/awesome-react)\n\n# Redux\n- [awesome redux](https://github.com/xgrommx/awesome-redux)\n\n\n# React Native\n- [Official](https://facebook.github.io/react-native/)\n- [Awesome React Native](https://github.com/jondot/awesome-react-native)\n- [React Native](https://rnplay.org)\n- [Resource](http://www.reactnative.com/)\n- [Egg Head](https://egghead.io/lessons/react-react-native-up-and-running?series=react-native-fundamentals)\n- [JS coach](https://js.coach/react-native)\n\n# Server side\n\u003e Server side programming different languages\n\n# Server Erlang\n- [Elixir/Erlang](http://www.phoenixframework.org/docs/learning-elixir-and-erlang)\n- [StackOverflow Erlang](http://stackoverflow.com/tags/erlang/info)\n\n# Go Server\n- [A tour of golang](https://tour.golang.org/welcome/1)\n- [Go Wiki](https://github.com/golang/go/wiki/Learn)\n- [Stack Overflow Go](http://stackoverflow.com/tags/go/info)\n- [Awesome Go](https://github.com/avelino/awesome-go)\n- [Awesome Go China](https://github.com/hyper-carrot/awesome-go-China)\n\n# Javascript Server\n- [Node School](http://nodeschool.io/)\n- [Stackoverflow Resource](http://stackoverflow.com/tags/javascript/info)\n- [LearnCode.Academy](https://www.youtube.com/watch?v=pU9Q6oiQNd0\u0026list=PLoYCgNOIyGAACzU6GliHJDp4kmOw3NFsh)\n- [Code School](https://www.codeschool.com/courses/real-time-web-with-node-js)\n- [Art of Node](https://github.com/maxogden/art-of-node/#the-art-of-node)\n- [Tutorials Point](http://www.tutorialspoint.com/nodejs/)\n- [Express](http://expressjs.com/)\n- [Node/Sails/Socket.IO/Angular/Mongo](https://courses.platzi.com/courses/develop-apps-sails-js/)\n- [node tuts](http://nodetuts.com/)\n- [Airbnb style guide](https://github.com/airbnb/javascript)\n- [node.Js best practices](https://github.com/alanjames1987/Node.js-Best-Practices)\n- [awesome nodejs](https://github.com/sindresorhus/awesome-nodejs)\n\n\n# Ruby\n- [Ruby by dreikanter](https://github.com/dreikanter/ruby-bookmarks)\n- [Ruby by markets](https://github.com/markets/awesome-ruby)\n- [Ruby by Sdogruyol](https://github.com/Sdogruyol/awesome-ruby)\n- [Awesome Rails](https://github.com/ekremkaraca/awesome-rails)\n- [Stackoverflow Ruby Resources](http://stackoverflow.com/tags/ruby/info)\n\n\n# Networking\n- [Online Course: Computer Networking Playlist](https://www.youtube.com/watch?v=d4_7dUFl4v0\u0026list=PLkHsKoi6eZnzJl1qTzmvBwTxrSJW4D2Jj)\n- [Beej's Guide to Network Programming](http://beej.us/guide/bgnet/output/html/multipage/index.html)\n- [LearnCode.Academy: How the Internet Works](https://www.youtube.com/watch?v=e4S8zfLdLgQ)\n- [Eli the computer guy on youtube: Networking](https://www.youtube.com/playlist?list=PLF360ED1082F6F2A5)\n- [danscourses: youtube channel](https://www.youtube.com/user/danscourses/featured)\n- [Professor Messer](http://www.professormesser.com/network-plus/n10-005/free-network-plus/)\n- [Professor Messer (Youtube)](https://www.youtube.com/channel/UCkefXKtInZ9PLsoGRtml2FQ)\n- [Andrew Crouthamel (Youtube): CCNA/CNET](https://www.youtube.com/playlist?list=PLmdYg02XJt6QRQfYjyQcMPfS3mrSnFbRC)\n- [Router Alley Guides](http://www.routeralley.com/guides.html)\n- [Stanford](https://lagunita.stanford.edu/courses/Engineering/Networking-SP/SelfPaced/about)\n- [Warriors of the net: Video](https://www.youtube.com/watch?v=PBWhzz_Gn10)\n- [Tuts +: HTTP](http://code.tutsplus.com/tutorials/http-the-protocol-every-web-developer-must-know-part-1--net-31177)\n- [MIT](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-829-computer-networks-fall-2002/index.htm)\n- [Cheat SHeet](http://packetlife.net/library/cheat-sheets/)\n- [Subnetting Practice](http://subnettingpractice.com/howto.html)\n- [Reddit CCNA](https://www.reddit.com/r/ccna/)\n- [Subnet made easy](https://docs.google.com/document/u/1/d/1O84JC1KnLFYUNo2CUYCtvEtJkkiM05uOATxaA1hlz6Y/mobilebasic?pli=1)\n- [Cisco from scratch](http://ciscoiseasy.blogspot.ca/)\n- [Cisco Learning Network](https://learningnetwork.cisco.com/welcome)\n- [SDN: Software Defined Networking Coursera](https://www.coursera.org/course/sdn1)\n- [Cloud Computing](https://www.coursera.org/course/cloudcomputing)\n- [Cloud Networking](https://www.coursera.org/course/cloudnetworking)\n- [Internet Emerging Tech](https://www.coursera.org/learn/internet-technologies)\n- [GNS3 Academy](http://academy.gns3.com/)\n\n\n## DNS\n- [DNS the good parts](https://www.petekeen.net/dns-the-good-parts)\n\n## Computer Networking and Security\n- [Ryan Lindfield](https://www.youtube.com/user/ryan813/about)\n\n# Command Line\n- [Commands for different operating system](http://ss64.com/)\n- [Awesome command line](https://github.com/herrbischoff/awesome-osx-command-line)\n- [Art of command line](https://github.com/jlevy/the-art-of-command-line)\n- [Awesome OSX command line](https://github.com/herrbischoff/awesome-osx-command-line)\n- [Data Science command line](http://datascienceatthecommandline.com/)\n- [Fish](http://fishshell.com/)\n- [Syntax Highlighting](https://github.com/zsh-users/zsh-syntax-highlighting)\n\n# Git\n- [Git tips](https://github.com/git-tips/tips)\n- [github desktop](https://desktop.github.com/)\n- [xhacker github extensions](https://github.com/xhacker/awesome-github-extensions)\n- [stefan github extensions](https://github.com/stefanbuck/awesome-browser-extensions-for-github)\n- [awesome tooling and resources in chrome devtools ecosystem](https://github.com/ChromeDevTools/awesome-chrome-devtools)\n\n# Serverless\n- [Horizon](http://horizon.io/)\n- [Lambda](http://docs.aws.amazon.com/lambda/latest/dg/welcome.html)\n\n# Microservices\n- [awesome microservices](https://github.com/mfornos/awesome-microservices)\n\n# [Unit Testing](https://en.wikipedia.org/wiki/Unit_testing)\n- [Martin Fowler](http://martinfowler.com/bliki/UnitTest.html)\n\n# [Integration Testing](https://en.wikipedia.org/wiki/Integration_testing)\n\n# [Smoke Testing](https://en.wikipedia.org/wiki/Smoke_testing_(software))\n\n# [Regression Testing](https://en.wikipedia.org/wiki/Regression_testing)\n\n# [Acceptance Testing](https://en.wikipedia.org/wiki/Acceptance_testing)\n\n# [Systems Testing](https://en.wikipedia.org/wiki/System_testing)\n\n# [Flagging Test](https://en.wikipedia.org/wiki/Feature_toggle)\n\u003e a.k.a. feature toggle\n\n# [End to End Testing](http://stackoverflow.com/questions/19378183/difference-between-system-testing-and-end-to-end-testing)\n\n\n\n# Sql\n- [Awesome Sql](https://github.com/shlomi-noach/awesome-mysql/blob/gh-pages/index.md)\n- [Setting Up SQL/ PostgreSQL](https://github.com/snowplow/snowplow/wiki/Setting-up-PostgreSQL)\n- [Bostongis: Postgis](http://www.bostongis.com/)\n- [Boundless geo: Postgis](http://workshops.boundlessgeo.com/suiteintro/postgis/index.html)\n- [Archaeogeek: Postgis](http://www.archaeogeek.com/portable-gis.html)\n- [Dublin Institute: Postgis](http://www.comp.dit.ie/pbrowne/Spatial%20Databases%20SDEV4005/Spatial%20Databases%20SDEV4005.htm)\n- [osgeo posgis wiki: Postgis](http://trac.osgeo.org/postgis/wiki/UsersWikiTutorials)\n- [Postgis in action: Postgis](https://www.manning.com/books/postgis-in-action-second-edition)\n\n# NoSQL\n- Data Modelling\n  - [NoSql Data Modelling Techniques 2012](https://highlyscalable.wordpress.com/2012/03/01/nosql-data-modeling-techniques/)\n- Realtime\n  - [Awesome RethinkDB by analytik](https://github.com/analytik/awesome-rethinkdb)\n  - [Awesome RethinkDB by d3viant0ne](https://github.com/d3viant0ne/awesome-rethinkdb)\n- Document\n- Key Value\n- Memory / Caching\n- Column\n\n# Dev Ops\n- [Amazon Web Services — a practical guide](https://github.com/open-guides/og-aws)\n- [awesome continuous integration and delivery](https://github.com/ciandcd/awesome-ciandcd)\n- [awesome sysadmin](https://github.com/kahun/awesome-sysadmin)\n- [awesome microservice](https://github.com/mfornos/awesome-microservices)\n- [Continuous Integration / Delivery / Dev Ops](https://github.com/ciandcd/awesome-ciandcd)\n- [CD](https://blog.risingstack.com/continuous-deployment-of-node-js-applications/)\n\n# Infrastructure\n- [Sysadmincats](https://sysadmincasts.com/)\n- [Bash Academy](http://www.bash.academy/)\n- [Smart Bear](https://smartbear.com/learn/code-review/best-practices-for-peer-code-review/)\n- [Fog Creek](http://blog.fogcreek.com/effective-code-reviews-9-tips-from-a-converted-skeptic/)\n- [Methods and Tools](http://www.methodsandtools.com/archive/archive.php?id=66)\n- [Self Hosting](https://github.com/Kickball/awesome-selfhosted)\n\n# Configuration Management\n- [Docker](https://www.docker.com/what-docker)\n  - [LearnCode.Academy: Docker](https://www.youtube.com/watch?v=pGYAg7TMmp0)\n  - [Docker cheat sheet](https://github.com/wsargent/docker-cheat-sheet)\n\n\n# Platforms\n  - Iaas\n    - [Awesome AWS](https://github.com/donnemartin/awesome-aws)\n  - Paas\n    - [App Engine](https://en.wikipedia.org/wiki/Google_App_Engine)\n    - [AWS Elastic Beanstalk](http://aws.amazon.com/elasticbeanstalk/)\n    - [Open Shift](https://en.wikipedia.org/wiki/OpenShift)\n    - [Blue Minx](http://www.ibm.com/cloud-computing/bluemix/)\n    - [Heroku](https://www.heroku.com/)\n    - [Azure](https://azure.microsoft.com/en-us/services/app-service/web/)\n  - BAAS\n    - [Firebase](https://www.firebase.com/)\n    - [Pubnub](https://www.pubnub.com/)\n    - [Pusher](https://pusher.com/)\n  - [Self Hosted](https://github.com/Kickball/awesome-selfhosted)\n\n\n# Resource\n\u003e Other stuff\n\n- [Awesome courses](https://github.com/prakhar1989/awesome-courses#artificial-intelligence)\n- [621+ Programming Resources](https://medium.com/free-stuff/2000-programming-resources-c2c835001216#.2cmo8h11l)\n- [LearnCode.academy](https://www.youtube.com/channel/UCVTlvUkGslCV_h-nSAId8Sw)\n- [FreeCode Camp](https://www.freecodecamp.com)\n- [The Oding Project](The Odin Project)\n- [Khan Academy](https://www.khanacademy.org/hourofcode)\n- [W3 Schools](http://www.w3schools.com/)\n- [Tuts +](http://tutsplus.com/)\n- [Coursera](https://www.coursera.org/)\n- [Udacity](https://www.udacity.com/)\n- [Udemy](https://www.udemy.com/)\n- [Codementor](https://www.codementor.io/learn/coding)\n\n- [awesome x 3](https://github.com/t3chnoboy/awesome-awesome-awesome)\n- [Front End ](https://github.com/micahgodbolt/front-end-architecture)\n- [Micro Service](https://github.com/mfornos/awesome-microservices)\n- [Sys admin / Devops etc.](https://github.com/kahun/awesome-sysadmin)\n\n- [squaresce logo generator](https://www.squarespace.com/logo/)\n\n# HTML / CSS /JS Library\n\n- [Codyhouse](https://codyhouse.co/library/)\n- [UPlabs](http://www.uplabs.com/)\n- [Parallax](https://github.com/pixelcog/parallax.js)\n- [Waypoints](https://github.com/imakewebthings/waypoints)\n- [Scroll Magic](https://github.com/janpaepke/ScrollMagic)\n- [Superscrollorama](https://github.com/johnpolacek/superscrollorama)\n- [Scroll Reveal](https://github.com/jlmakes/scrollreveal.js)\n- [Typography: Guttenburg Kit](https://github.com/matejlatin/Gutenberg)\n- [Distorted Button Effect](https://github.com/codrops/DistortedButtonEffects)\n- [Velocity js animation (svg support)](https://github.com/julianshapiro/velocity)\n- [Snap.svg](https://github.com/adobe-webplatform/Snap.svg)\n- [Reveal](https://github.com/hakimel/reveal.js)\n- [Phantom JS](http://phantomjs.org/)\n- [Robo Browser](https://github.com/jmcarp/robobrowser)\n- [Selenium](http://www.seleniumhq.org/)\n- [Nightmare JS](https://github.com/segmentio/nightmare)\n- [Daydream](https://github.com/segmentio/daydream)\n- [Material UI](http://www.material-ui.com/#/)\n\n\n# Open Sourcing\n\n- [First Open Source Projects to Contribute to](http://up-for-grabs.net/#/)\n- [Blog about beginner open source](https://medium.com/@kentcdodds/first-timers-only-78281ea47455#.uki6osi6z)\n- [Code Triage](https://www.codetriage.com/)\n\n# Newsletters\n- [awesome newsletters](https://github.com/vredniy/awesome-newsletters)\n\n# Blogs\n- [highscalability](http://highscalability.com/all-time-favorites/)\n- [hired in tech](http://www.hiredintech.com/system-design)\n- [bike shed](http://bikeshed.fm/)\n- [software engineering daily](http://softwareengineeringdaily.com/category/podcast/)\n- [dropbox](https://blogs.dropbox.com/tech/2014/07/open-sourcing-our-go-libraries/)\n\n# Inspirations\n- [Showcases](https://github.com/showcases)\n- [Trending](https://github.com/trending)\n\n# ELI5\n- [Children's Illustrated guide to Kubernetes](https://deis.com/blog/2016/kubernetes-illustrated-guide/)\n- [Selinux coloring book](https://github.com/mairin/selinux-coloring-book)\n- [Alligator Egg: lambda calculus](http://worrydream.com/AlligatorEggs/)\n\n# Web Scraping\n- [Web Scraping in 2016](https://franciskim.co/2016/08/24/dont-need-no-stinking-api-web-scraping-2016-beyond/)\n- [HN Discussion](https://news.ycombinator.com/item?id=12345693)\n- [Data Mining](http://guidetodatamining.com/)\n- [ web scraping](https://news.ycombinator.com/item?id=4893864)\n- [Data mining](http://guidetodatamining.com/)\n- [Data mining algorithm](https://github.com/linyiqun/DataMiningAlgorithm)\n- [mining software repos](https://github.com/dspinellis/awesome-msr)\n- [Data mining books](https://www.lenwood.cc/2014/05/13/12-free-data-mining-books/)\n- [Data mining algo](http://rayli.net/blog/data/top-10-data-mining-algorithms-in-plain-english/)\n- [stackshare](http://stackshare.io/)\n\n\n# Other\n- [Hardware AUtopsy using gameboy](https://www.youtube.com/watch?v=RZUDEaLa5Nw)\n- [LaTeX / PDF](http://www.latex-tutorial.com/tutorials/)\n- [Git](http://marc.helbling.fr/2014/09/practical-git-introduction)\n- [Text Editor](https://www.learnenough.com/text-editor-tutorial)\n- [System Programming](https://github.com/angrave/SystemProgramming/wiki)\n- [Awesome awesomeness](https://github.com/bayandin/awesome-awesomeness)\n- [Awesome](https://github.com/sindresorhus/awesome)\n- [Stock Stuff](https://github.com/neutraltone/awesome-stock-resources)\n- [APIs](https://github.com/Abhishaker17/Awesome-APIs)\n- [Chinese (simplified) to learn full stack](https://github.com/GeniusVJR/LearningNotes)\n\n\n# Hacking\n- [Hacking](https://www.hacksplaining.com/)\n- [Awesome Hack](https://github.com/carpedm20/awesome-hacking#ctf-competiton)\n- [Awesome Penetration Test]\n\n# Competitions\n- [Stupid Hackathon](http://www.stupidhackathon.com/)\n- [Devpost Hackathons](http://devpost.com/hackathons)\n- [Hacker Rank](https://www.hackerrank.com/)\n- [Top Coder](https://www.topcoder.com/)\n- [Hack the North](https://hackthenorth.com/)\n- [Space Apps Challenge](spaceappschallenge.org)\n- [World Hackathon Day](http://worldhackathonday.com/)\n- [Dart Lang Hackathon](https://www.dartlang.org/hackathons/2012/happy-hour/)\n- [Battle Hack](battlehack.org)\n- [Code Eval](https://www.codeeval.com/)\n\n# Resume and Cover Letter\n- [Stackoverflow: A new technical resume](https://news.ycombinator.com/item?id=12685700)\n- [Resume and Cover Letter Sample](https://www.resumonk.com/resume-examples/software-engineer-resume-examples/software-engineer-sample-resume-%231)\n- [Aline Lerner](http://blog.alinelerner.com/lessons-from-a-years-worth-of-hiring-data/)\n- [Json Resume](https://jsonresume.org/themes/)\n- [Enhance CV](http://www.enhancv.com/)\n- [Resume Monk](https://www.resumonk.com/blog/dear-software-engineer-this-is-why-your-resume-was-rejected/)\n- [careercup](https://www.careercup.com/resume)\n\n# Interview Preparation\n- [Google]\n- [andreis curated guide](https://github.com/andreis/interview)\n- [David Byttow Post](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.szzt4wrh4)\n- [David Byttow Post #2](https://medium.com/always-be-coding/four-steps-to-google-without-a-degree-8f381aa6bd5e#.vznuf3phv)\n- [Dan Pupius](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.cx0e5uanq)\n- [Philip Youssef](http://www.restlessprogrammer.com/2013/09/hacking-coding-interview.html)\n- [Carlos Bueno facebook](https://www.facebook.com/notes/facebook-engineering/get-that-job-at-facebook/10150964382448920)\n- [leet code](https://leetcode.com/)\n- [codwars](https://www.codewars.com/)\n- [geek for geeks](http://www.geeksforgeeks.org/)\n- [topcoder](https://community.topcoder.com/tc?module=ProblemArchive)\n- [codility](https://codility.com/programmers/)\n- [quora](https://www.quora.com/Where-can-I-find-difficult-algorithm-data-structure-problems)\n- [haseebq](http://haseebq.com/)\n- [haseebq](http://haseebq.com/farewell-app-academy-hello-airbnb-part-i/)\n- [android interview](https://github.com/fanrunqi/AndroidInterview)\n- [land an autonomous vehicle job](https://medium.com/self-driving-cars/how-to-land-an-autonomous-vehicle-job-coursework-e7acc2bfe740#.rjdtvrill)\n- [bingo cheat sheet (time complexity)](http://bigocheatsheet.com/)\n- [average vs amortized](http://programmers.stackexchange.com/questions/161404/amortized-analysis-worst-case-performance-guarantees)\n- [stackexchange amortized vs average](http://programmers.stackexchange.com/questions/161404/amortized-analysis-worst-case-performance-guarantees)\n- [salary negotiation](https://fearlesssalarynegotiation.com/book/?utm_medium=social\u0026utm_source=hackernews.com\u0026utm_content=online+book+announcement)\n\n# Jobs\n- [awesome interview questions](https://github.com/MaximAbramchuck/awesome-interview-questions)\n- [awesome remote job](https://github.com/lukasz-madon/awesome-remote-job)\n- [working nomads](http://www.workingnomads.co/jobs)\n- [who is hiring](https://news.ycombinator.com/submitted?id=whoishiring)\n- [who is hiring](https://whoishiring.io/search/56.130/-105.732/3/?order=distance)\n- [stay in tech](https://stayintech.com/info/explore)\n- [triple byte](https://triplebyte.com/)\n- [angel list](https://angel.co/jobs)\n- [job hero weekly](http://www.jobheroweekly.com/)\n- [hnhiring](http://hnhiring.me/)\n- [simply hired](http://www.simplyhired.com/)\n- [hired](https://hired.ca/)\n- [lever](https://www.lever.co/)\n- [remote bas](https://remotebase.io/)\n- [nomad list](https://nomadlist.com/)\n- [remote teams](http://oinam.github.io/remote-teams/)\n- [we work remotely](https://weworkremotely.com/)\n- [betakit](http://betakit.com/jobs/)\n- [remoteok](https://remoteok.io/)\n- [remotive io google docs](https://docs.google.com/spreadsheets/d/1TLJSlNxCbwRNxy14Toe1PYwbCTY7h0CNHeer9J0VRzE/edit#gid=0)\n- [remotive.io jobs](http://jobs.remotive.io/)\n- [stackoverflow](https://stackoverflow.com/jobs)\n- [github](https://jobs.github.com/)\n- [smarthires](https://www.smarthires.io/)\n- [white truffle](https://www.whitetruffle.com/#!/)\n- [curated opportunities for advanced engineers](https://www.latitude.work/)","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/anungma%2Fawesome-fullstack/projects"}