2020-10-13 01:07:25 +00:00
### Index
2015-11-13 13:25:42 +00:00
2016-10-02 10:42:32 +00:00
* [Algorithms & Data Structures ](#algorithms--data-structures )
2014-12-02 15:15:15 +00:00
* [Android ](#android )
2019-07-18 05:27:31 +00:00
* [Angular ](#angular )
2015-11-19 21:52:47 +00:00
* [Assembly ](#assembly )
2017-05-17 16:11:42 +00:00
* [Bash / Shell ](#bash--shell )
2020-10-21 01:14:22 +00:00
* [Bootstrap ](#bootstrap )
2015-02-11 12:47:05 +00:00
* [C ](#c )
2015-12-29 16:28:58 +00:00
* [C# ](#c-sharp )
2016-11-03 21:52:59 +00:00
* [C++ ](#c-1 )
2014-12-16 19:37:41 +00:00
* [Clojure ](#clojure )
2016-10-02 10:42:32 +00:00
* [Compilers ](#compilers )
2016-03-07 08:26:06 +00:00
* [CUDA ](#cuda )
2020-10-20 00:08:01 +00:00
* [Dart ](#dart )
2019-02-05 19:26:24 +00:00
* [Data Science ](#data-science )
2014-03-30 10:33:01 +00:00
* [Databases ](#databases )
2016-11-03 21:55:57 +00:00
* [Deep Learning ](#deep-learning )
2020-10-12 15:19:30 +00:00
* [Docker ](#docker )
2020-10-12 01:49:36 +00:00
* [Game Development ](#game-development )
2015-07-09 14:53:32 +00:00
* [Git ](#git )
2015-07-15 11:33:59 +00:00
* [Go ](#go )
2014-04-20 12:04:55 +00:00
* [Haskell ](#haskell )
2014-03-26 16:09:17 +00:00
* [HTML / CSS ](#html--css )
2014-03-26 16:22:27 +00:00
* [iOS ](#ios )
2014-05-16 01:26:28 +00:00
* [Java ](#java )
2017-05-17 16:11:42 +00:00
* [JavaScript ](#javascript )
2018-03-20 14:43:06 +00:00
* [Angular.js ](#angularjs )
2020-10-26 22:50:59 +00:00
* [DenoJS ](#denojs )
2018-03-20 14:43:06 +00:00
* [jQuery ](#jquery )
2020-10-21 00:52:20 +00:00
* [Next.js ](#nextjs )
2020-10-12 01:48:29 +00:00
* [NodeJS ](#nodejs )
2018-03-20 14:43:06 +00:00
* [React ](#react )
2020-10-18 18:01:55 +00:00
* [React Native ](#react-native )
2018-03-20 14:43:06 +00:00
* [Redux ](#redux )
2018-03-21 12:55:28 +00:00
* [Sails.js ](#sailsjs )
2020-10-09 16:31:49 +00:00
* [Vue.js ](#vuejs )
2020-10-26 22:54:50 +00:00
* [Kotlin ](#kotlin )
2020-10-13 01:07:25 +00:00
* [Kubernetes ](#kubernetes )
2019-08-20 18:31:27 +00:00
* [Linux ](#linux )
2015-07-15 11:52:05 +00:00
* [Lua ](#lua )
2016-11-03 22:05:35 +00:00
* [Machine Learning ](#machine-learning )
2020-10-20 14:15:11 +00:00
* [Markdown ](#markdown )
2014-12-16 06:19:25 +00:00
* [Matlab ](#matlab )
2017-10-12 01:22:57 +00:00
* [Mercurial ](#mercurial )
2014-12-26 19:59:24 +00:00
* [Misc ](#misc )
2017-04-11 20:33:09 +00:00
* [.NET ](#net )
2014-05-07 11:36:19 +00:00
* [OCaml ](#ocaml )
2018-07-24 19:49:20 +00:00
* [Perl ](#perl )
2017-04-11 20:33:09 +00:00
* [PHP ](#php )
2014-04-24 08:27:05 +00:00
* [Python ](#python )
2020-10-21 13:44:16 +00:00
* [Django ](#django )
* [Flask ](#flask )
2017-08-07 18:30:09 +00:00
* [QB64 ](#QB64 )
2015-08-25 06:12:55 +00:00
* [R ](#r )
2017-03-04 14:02:04 +00:00
* [Ruby ](#ruby )
2020-11-02 18:26:57 +00:00
* [Rust ](#rust )
2014-12-16 20:15:18 +00:00
* [Scala ](#scala )
2020-10-12 01:58:41 +00:00
* [Security ](#security )
2016-10-02 10:42:32 +00:00
* [Software Engineering ](#software-engineering )
2018-07-24 19:49:20 +00:00
* [SQL ](#sql )
2014-10-07 01:28:53 +00:00
* [Swift ](#swift )
2018-10-09 03:08:52 +00:00
* [Vapor ](#vapor )
2016-10-02 10:42:32 +00:00
* [Theory ](#theory )
2019-07-17 01:02:14 +00:00
* [TypeScript ](#typescript )
2017-10-16 14:09:32 +00:00
* [Verilog / VHDL / SystemVerilog ](#verilog--vhdl--systemverilog )
2014-08-29 10:32:49 +00:00
* [Web Development ](#web-development )
2014-05-29 16:35:36 +00:00
2016-10-02 10:42:32 +00:00
### Algorithms & Data Structures
2016-04-10 10:17:15 +00:00
2020-10-24 19:24:58 +00:00
* [Algorithms ](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O ) - Abdul Bari
2016-10-02 10:42:32 +00:00
* [Berkeley University CS 61B: Data Structures ](http://datastructur.es/sp16/ )
2020-10-19 23:40:24 +00:00
* [Data Structures ](https://www.youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P ) - mycodeschool
2020-10-02 15:13:56 +00:00
* [Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer ](https://www.youtube.com/watch?v=RBSGKlAvoiM ) - William Fiset - (freeCodeCamp)
2017-12-24 13:50:18 +00:00
* [IIT Bombay Foundation of Data Structures (CS213.1x) ](https://courses.edx.org/courses/course-v1:IITBombayX+CS213.1x+1T2017/course/ )
2018-04-20 21:17:35 +00:00
* [MIT's Design and Analysis of Algorithms (Spring 2012) ](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012 ) - Dana Moshkovitz, Bruce Tidor
* [MIT's Design and Analysis of Algorithms (Spring 2015) ](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015 ) - Erik Demaine, Srini Devadas, Nancy Lynch
* [MIT's Introduction to Algorithms (SMA 5503) (Fall 2005) ](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005 ) - Charles Leiserson, Erik Demaine
2018-03-03 20:56:14 +00:00
* [Princeton University Algorithms, Part 1 ](https://www.coursera.org/learn/algorithms-part1 )
* [Princeton University Algorithms, Part 2 ](https://www.coursera.org/learn/algorithms-part2 )
2020-10-31 21:03:48 +00:00
* [Sorting Algorithms ](https://www.youtube.com/playlist?list=PL2_aWCzGMAwKedT2KfDMB9YA5DgASZb3U ) - mycodeschool
2016-04-10 10:17:15 +00:00
* [Stanford University Algorithms: Design and Analysis, Part 1 ](http://online.stanford.edu/course/algorithms-design-and-analysis-part-1 )
2017-12-24 13:50:18 +00:00
* [Stanford University Algorithms: Design and Analysis, Part 2 ](http://online.stanford.edu/course/algorithms-design-and-analysis-part-2 )
2020-10-23 15:14:02 +00:00
* [This is CS50x ](https://cs50.harvard.edu/x/2020/ ) - David J. Malan (Harvard OpenCourseWare)
2016-04-10 10:17:15 +00:00
2014-12-02 06:02:25 +00:00
### Android
2015-11-13 13:25:42 +00:00
2020-11-03 02:57:45 +00:00
* [Advanced Android App Development ](https://www.udacity.com/course/advanced-android-app-development--ud855 ) - (Udacity)
* [Advanced Android with Kotlin ](https://www.udacity.com/course/advanced-android-with-kotlin--ud940 ) - (Udacity)
2020-10-29 16:57:56 +00:00
* [Android App Development for Beginners Playlist ](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGBsvRxJJOzG4r4k_zLKrnxl ) - Bucky Roberts - (thenewboston)
2020-11-03 02:57:45 +00:00
* [Android Basics: Data Storage ](https://www.udacity.com/course/android-basics-data-storage--ud845 ) - (Udacity)
* [Android Basics: Multiscreen Apps ](https://www.udacity.com/course/android-basics-multiscreen-apps--ud839 ) - (Udacity)
* [Android Basics: Networking ](https://www.udacity.com/course/android-basics-networking--ud843 ) - (Udacity)
* [Android Basics: User Input ](https://www.udacity.com/course/android-basics-user-input--ud836 ) - (Udacity)
* [Android Basics: User Interface ](https://www.udacity.com/course/android-basics-user-interface--ud834 ) - (Udacity)
2019-04-28 01:36:44 +00:00
* [Android Developer Fundamentals (Version 2) — Codelab ](https://developer.android.com/courses/fundamentals-training/toc-v2 )
* [Android Developer Fundamentals (Version 2) — Concepts ](https://google-developer-training.github.io/android-developer-fundamentals-course-concepts-v2/index.html )
2020-11-03 02:57:45 +00:00
* [Android Performance ](https://www.udacity.com/course/android-performance--ud825 ) - (Udacity)
* [Build Native Mobile Apps with Flutter ](https://www.udacity.com/course/build-native-mobile-apps-with-flutter--ud905 ) - (Udacity)
2020-10-24 18:21:28 +00:00
* [CS50 2019 - Android Track ](https://www.youtube.com/playlist?list=PLhQjrBD2T381qULidYDKP55-4u1piASC1 ) - David J. Malan (Harvard OpenCourseWare)
2020-11-03 02:57:45 +00:00
* [Developing Android Apps ](https://www.udacity.com/course/new-android-fundamentals--ud851 ) - (Udacity)
* [Developing Android Apps with Kotlin ](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012 ) - (Udacity)
* [Firebase in a Weekend: Android ](https://www.udacity.com/course/firebase-in-a-weekend-by-google-android--ud0352 ) - (Udacity)
* [Gradle for Android and Java ](https://www.udacity.com/course/gradle-for-android-and-java--ud867 ) - (Udacity)
* [Kotlin Bootcamp for Programmers ](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011 ) - (Udacity)
2017-04-11 20:34:10 +00:00
* [Learn how to program: Android ](https://www.learnhowtoprogram.com/android ) - Epicodus Inc.
2017-02-04 10:28:05 +00:00
* [Material design ](https://material.io/guidelines/ )
2020-11-03 02:57:45 +00:00
* [Material Design for Android Developers ](https://www.udacity.com/course/material-design-for-android-developers--ud862 ) - (Udacity)
2015-12-13 17:32:57 +00:00
* [Programming Cloud Services for Android Handheld Systems ](https://www.coursera.org/course/mobilecloudprogram )
2015-08-25 06:12:55 +00:00
* [Programming Mobile Applications for Android Handheld Systems pt. 1 ](https://www.coursera.org/course/android )
* [Programming Mobile Applications for Android Handheld Systems pt. 2 ](https://www.coursera.org/course/androidpart2 )
* [Programming Mobile Services for Android Handheld Systems: Communication ](https://www.coursera.org/course/posacommunication )
2015-11-19 21:52:47 +00:00
* [Programming Mobile Services for Android Handheld Systems: Concurrency ](https://www.coursera.org/course/posaconcurrency )
2014-12-02 15:15:15 +00:00
2015-11-13 13:25:42 +00:00
2019-07-18 05:27:31 +00:00
### Angular
2020-10-25 20:49:12 +00:00
* [Angular 6 Tutorials ](https://www.youtube.com/playlist?list=PLYxzS__5yYQlqCmHqDyW3yo5V79C7eaTe ) - codedamn (YouTube)
2019-07-18 05:27:31 +00:00
* [Angular Fast Crash Course ](https://www.udemy.com/angular-fast-crash-course/ ) - Edwin Diaz, Coding Faculty Solutions (Udemy)
2020-10-16 01:47:55 +00:00
* [Angular for Beginners ](https://www.udemy.com/course/angular-for-beginners-course/ ) - Angular University (Udemy)
2020-10-19 23:32:07 +00:00
* [Angular Tutorial For Beginners ](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ ) - Codevolution (YouTube)
2019-07-18 05:27:31 +00:00
2020-10-24 19:22:56 +00:00
### Assembly
* [Introduction To Reverse Engineering Software ](http://opensecuritytraining.info/IntroductionToReverseEngineering.html )
* [Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration ](http://opensecuritytraining.info/IntroX86.html )
2017-05-17 16:11:42 +00:00
### Bash / Shell
2016-07-07 17:38:56 +00:00
2017-05-17 16:11:42 +00:00
* [Bento Shell Track ](https://bento.io/topic/shell ) (Bento)
2020-11-02 15:51:20 +00:00
* [How to CMake Good ](https://www.youtube.com/playlist?list=PLK6MXr8gasrGmIiSuVQXpfFuE1uPT615s )
2018-07-24 19:49:20 +00:00
* [Shell Scripting Tutorial ](https://www.youtube.com/playlist?list=PL7B7FA4E693D8E790 )
2020-10-27 15:25:14 +00:00
* [Shell Scripting Tutorial for Beginners ](https://www.youtube.com/playlist?list=PLS1QulWo1RIYmaxcEqw5JhK3b-6rgdWO_ ) (ProgrammingKnowledge)
2016-07-07 17:38:56 +00:00
2020-10-21 01:14:22 +00:00
### Bootstrap
2020-10-21 15:31:14 +00:00
* [Bootstrap 4 Quick Start: Code Modern Responsive Websites ](https://www.udemy.com/share/101qsw/ ) - Brad Hussey (Udemy)
2020-10-29 15:49:29 +00:00
* [Bootstrap tutorial for beginners ](https://www.youtube.com/playlist?list=PL6n9fhu94yhXd4xnk-j5FGhHjUv1LsF0V ) - kudvenkat
* [Complete Bootstrap Crash Course | Bootstrap 4 Tutorial ](https://www.youtube.com/watch?v=ZfRn9VJzdGA ) - Julio Codes
* [Introduction to Bootstrap - A Tutorial ](https://www.classcentral.com/course/edx-introduction-to-bootstrap-a-tutorial-3338 ) - Microsoft via edX (Class Central)
* [Learn Bootstrap 4 for free ](https://scrimba.com/learn/bootstrap4 ) - Neil Rowe (Scrimba)
* [Learn Bootstrap 4 in this free 10-part course ](https://www.freecodecamp.org/news/want-to-learn-bootstrap-4-heres-our-free-10-part-course-happy-easter-35c004dc45a4/ ) - Per Harald Borgen (Freecodecamp)
2020-10-21 01:14:22 +00:00
* [Rapid website design with Bootstrap ](https://www.udemy.com/course/responsive-website-design ) - Laurence Svekis (Udemy)
2015-02-11 12:47:05 +00:00
### C
2015-11-13 13:25:42 +00:00
2018-07-24 19:49:20 +00:00
* [C Programming Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoGzOXqtKeM71OLpvZbuU0P )
2020-10-02 15:13:56 +00:00
* [C Programming Tutorial for Beginners ](https://www.youtube.com/watch?v=KJgsSFOSQv0 ) - Mike Dane - (freeCodeCamp)
2020-10-25 20:03:49 +00:00
* [Introduction to Computer Science ](https://www.edx.org/course/cs50s-introduction-to-computer-science )
2018-10-13 18:47:50 +00:00
* [The Arduino Platform and C Programming ](https://www.coursera.org/learn/arduino-platform )
2015-11-13 13:25:42 +00:00
2015-11-23 22:57:01 +00:00
2015-12-29 16:28:58 +00:00
### C Sharp
2015-12-29 16:25:01 +00:00
2020-05-28 19:57:57 +00:00
* [C# 101 ](https://channel9.msdn.com/Series/CSharp-101 ) - Scott Hanselman, Kendra Havens Microsoft.
2020-10-02 15:13:56 +00:00
* [C# Tutorial - Full Course for Beginners ](https://www.youtube.com/watch?v=GhQdlIFylQ8 ) - Mike Dane - (freeCodeCamp)
2017-04-11 20:34:10 +00:00
* [Learn how to program: C# ](https://www.learnhowtoprogram.com/c ) - Epicodus Inc.
2015-12-29 16:25:01 +00:00
2014-07-27 20:16:50 +00:00
### C++
2015-11-13 13:25:42 +00:00
2020-11-04 15:42:06 +00:00
* [C++ For Programmers ](https://www.udacity.com/course/c-for-programmers--ud210 ) - Catherine Gamboa (Udacity)
* [C++ Programming Tutorial for Beginners (For Absolute Beginners) ](https://www.youtube.com/playlist?list=PLS1QulWo1RIYSyC6w2-rDssprPrEsgtVK ) - ProgrammingKnowledge
* [C++ Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoVZWSN-ze3VVtIfZfXwAGM ) - The Bad Tutorials
2020-10-02 15:13:56 +00:00
* [C++ Tutorial for Beginners - Full Course ](https://www.youtube.com/watch?v=vLnPwxZdW4Y ) - Mike Dane - (freeCodeCamp)
2014-04-24 08:27:05 +00:00
* [Google's C++ Course ](https://developers.google.com/edu/c++/ )
2014-05-13 01:03:24 +00:00
* [Introduction to C++ ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-096-introduction-to-c-january-iap-2011/ ) (MIT's opencourseware)
2015-11-13 20:52:57 +00:00
* [LearnCpp.com C++ Tutorial ](http://www.learncpp.com )
2018-10-02 17:01:17 +00:00
* Microsoft edX Courses:
* [Advanced C++ ](https://www.edx.org/course/advanced-c-plus-plus-1 )
* [Intermediate C++ ](https://www.edx.org/course/intermediate-c-plus-plus-1 )
* [Introduction to C++ ](https://www.edx.org/course/introduction-c-plus-plus-1 )
2014-04-27 02:12:00 +00:00
2015-11-13 13:25:42 +00:00
2014-12-16 19:37:41 +00:00
### Clojure
2015-11-13 13:25:42 +00:00
2018-12-19 18:17:42 +00:00
* [Functional Programming with Clojure ](http://mooc.fi/courses/2014/clojure/ )
2014-12-16 19:37:41 +00:00
2016-04-02 16:47:17 +00:00
2016-10-02 10:42:32 +00:00
### Compilers
2020-10-10 18:53:35 +00:00
* [Stanford's Compilers ](https://www.edx.org/course/compilers )
2016-10-02 10:42:32 +00:00
2016-03-07 08:26:06 +00:00
### Cuda
2016-03-07 08:28:34 +00:00
2020-01-13 14:49:18 +00:00
* [Intro to Parallel Programming Using CUDA to Harness the Power of GPUs ](https://www.udacity.com/course/intro-to-parallel-programming--cs344 ) (Udacity)
2014-12-16 19:37:41 +00:00
2020-10-20 00:08:01 +00:00
### Dart
* [Dart Course for Beginners ](https://www.udemy.com/course/dartlang ) (Udemy)
2020-11-01 01:44:04 +00:00
* [Dart Programming Tutorial - Full Course ](https://www.youtube.com/watch?v=Ej_Pcr4uC2Q ) - Mahmud Ahsan (FreeCodeCamp)
2020-10-20 00:08:01 +00:00
* [Dart Programming Tutorial | Learn the Dart for Flutter ](https://www.udemy.com/course/dart-programming-tutorial-learn-the-dart-for-flutter ) (Udemy)
2017-01-02 20:13:29 +00:00
### Data Science
2018-05-27 21:42:33 +00:00
* [Advanced Data Mining with Weka MOOC ](https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/ )
2020-10-12 14:49:43 +00:00
* [Data Cleaning by Rachael Tatman at Kaggle ](https://www.kaggle.com/learn/data-cleaning )
2018-05-27 21:42:33 +00:00
* [Data Mining with Weka MOOC ](https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/ )
2020-10-28 14:49:11 +00:00
* [Data Science interview questions ](https://www.youtube.com/playlist?list=PLZoTAELRMXVPkl7oRvzyNnyj1HS4wt2K- ) - Krish Naik
2020-10-12 14:49:43 +00:00
* [Data Visualization by Alexis Cook at Kaggle ](https://www.kaggle.com/learn/data-visualization )
2017-01-02 20:13:29 +00:00
* [Introduction to Python for Data Science ](https://www.edx.org/course/introduction-python-data-science-microsoft-dat208x-3 )
2018-05-27 21:42:33 +00:00
* [More Data Mining with Weka MOOC ](https://www.cs.waikato.ac.nz/ml/weka/mooc/moredataminingwithweka/ )
2017-10-23 14:21:34 +00:00
* [The Analytics Edge ](https://www.edx.org/course/analytics-edge-mitx-15-071x-3 )
2017-01-02 20:13:29 +00:00
2014-07-27 20:16:50 +00:00
### Databases
2015-11-13 13:25:42 +00:00
2014-03-30 23:05:20 +00:00
* [Database Systems ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-830-database-systems-fall-2010/ ) (MIT's opencourseware)
2020-10-16 14:06:55 +00:00
* [DML Server Administration ](https://alison.com/course/databases-dml-statements-and-sql-server-administration-revised ) - (Alison)
2015-12-13 17:32:57 +00:00
* [Introduction to Databases ](https://lagunita.stanford.edu/courses/Engineering/db/2014_1/about ) (Stanford University)
2020-10-17 20:45:53 +00:00
* [Learn SQL Basic for Data Science Specialisation ](https://www.coursera.org/specializations/learn-sql-basics-data-science#about ) (Coursera)
2014-03-26 16:09:17 +00:00
2015-11-13 13:25:42 +00:00
2016-11-03 21:55:57 +00:00
### Deep Learning
2020-10-28 14:48:08 +00:00
* [Complete Deep Learning ](https://www.youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi ) - Krish Naik
2016-11-03 21:55:57 +00:00
* [Convolutional Neural Networks for Visual Recognition ](http://cs231n.github.io )
* [Deep Learning for Natural Language Processing ](http://cs224d.stanford.edu )
2020-10-15 18:47:10 +00:00
* [Deep Learning Specialization ](https://www.coursera.org/specializations/deep-learning ) (coursera)
2020-10-17 01:28:21 +00:00
* [Deep Reinforcement Learning ](http://rail.eecs.berkeley.edu/deeprlcourse/ ) - Sergey Levine
2020-10-14 14:12:32 +00:00
* [Intro to Deep Learning ](https://www.kaggle.com/learn/intro-to-deep-learning ) - Ryan Holbrook
2020-10-28 02:02:40 +00:00
* [Introduction to Reinforcement learning with David Silver ](https://www.youtube.com/playlist?list=PLqYmG7hTraZBiG_XpjnPrSNw-1XQaM_gB ) - David Silver
2018-06-13 15:23:43 +00:00
* [MIT 6.S094: Deep Learning for Self-Driving Cars ](https://selfdrivingcars.mit.edu )
2017-10-11 13:42:37 +00:00
* [Practical Deep Learning For Coders taught ](http://www.fast.ai ) - Jeremy Howard
2020-05-25 15:41:26 +00:00
* [Practical Deep Learning for Coders, v3 (using fastai library) ](https://course.fast.ai )
2019-01-19 19:40:02 +00:00
* [Self-Paced Courses for Deep Learning ](https://developer.nvidia.com/deep-learning-courses )
2016-11-03 21:55:57 +00:00
* [Unsupervised Feature Learning and Deep Learning ](http://deeplearning.stanford.edu/tutorial )
2020-01-13 14:49:18 +00:00
* [What is Deep Learning ](https://www.udacity.com/course/deep-learning--ud730 ) (Udacity)
2016-11-03 21:55:57 +00:00
2020-10-12 15:19:30 +00:00
### Docker
2020-10-25 19:52:13 +00:00
* [Docker ](https://www.youtube.com/playlist?list=PLhW3qG5bs-L99pQsZ74f-LC-tOEsBp2rK ) - Raghav Pal
2020-10-12 15:19:30 +00:00
* [Docker Tutorial ](https://www.tutorialspoint.com/docker/index.htm ) - TutorialsPoint
* [Docker Tutorial for Beginners ](https://www.youtube.com/watch?v=fqMOX6JJhGo ) - FreeCodeCamp
2020-10-25 19:52:13 +00:00
* [IIEC RISE 1.0 Docker ](https://www.youtube.com/playlist?list=PLAi9X1uG6jZ30QGz7FZ55A27jPeY8EwkE )
2020-10-13 01:07:25 +00:00
* [Learn Docker, Container Runtimes, Builders and Registries ](https://www.katacoda.com/courses/container-runtimes ) - Katacoda
2020-10-12 15:19:30 +00:00
2020-10-12 01:49:36 +00:00
### Game Development
2020-10-24 18:22:29 +00:00
* [CS50 2019 - Games Track ](https://www.youtube.com/playlist?list=PLhQjrBD2T382mHvZB-hSYWvoLzYQzT_Pb ) - David J. Malan (Harvard OpenCourseWare)
2020-10-12 01:49:36 +00:00
* [Unity Beginner Fundamentals ](https://learn.unity.com/course/unity-beginner-fundamentals )(Unity Learn)
2020-10-31 20:46:52 +00:00
* [Unity User Manual ](https://docs.unity3d.com/Manual/ )
2020-10-12 01:49:36 +00:00
2015-07-09 14:53:32 +00:00
### Git
2015-11-13 13:25:42 +00:00
2017-05-17 16:11:42 +00:00
* [Bento Git Learning Track ](https://bento.io/topic/git ) (Bento)
* [Bento GitHub Learning Track ](https://bento.io/topic/github ) (Bento)
2020-10-27 15:25:14 +00:00
* [Git & GitHub Tutorial for Beginners ](https://www.youtube.com/playlist?list=PL4cUxeGkcC9goXbgTDQ0n_4TBzOO0ocPR ) (The Net Ninja)
2018-10-19 04:44:49 +00:00
* [Git and GitHub for Poets ](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZF9C0YMKuns9sLDzK6zoiV )
2019-04-05 14:10:16 +00:00
* [GitHowTo ](https://githowto.com )
2017-01-02 20:13:29 +00:00
* [How to Use Git and GitHub ](https://www.udacity.com/course/how-to-use-git-and-github--ud775 ) (Udacity)
2014-04-24 08:27:56 +00:00
2015-11-13 13:25:42 +00:00
2015-07-15 11:33:59 +00:00
### Go
2015-11-13 13:25:42 +00:00
2018-09-20 13:41:48 +00:00
* [A Tour Of Go ](https://tour.golang.org/welcome/1 )
2015-07-15 11:33:59 +00:00
* [Go Tutorial ](http://www.tutorialspoint.com/go/index.htm )
2020-10-10 20:15:20 +00:00
* [Golang | Gin HTTP Framework ](https://www.youtube.com/playlist?list=PL3eAkoh7fypr8zrkiygiY1e9osoqjoV9w ) - Pragmatic Reviews
* [Learn Go Programming - Golang Tutorial for Beginners ](https://www.youtube.com/watch?v=YS4e4q9oBaU ) - FreeCodeCamp
2015-07-15 11:33:59 +00:00
2015-11-13 13:25:42 +00:00
2014-07-27 20:16:50 +00:00
### Haskell
2015-11-13 13:25:42 +00:00
2014-10-06 10:42:27 +00:00
* [C9 : Functional Programming Fundamentals ](http://channel9.msdn.com/Series/C9-Lectures-Erik-Meijer-Functional-Programming-Fundamentals ) - Erik Meijer
2014-04-20 12:04:55 +00:00
* [CIS 194: Introduction to Haskell ](http://www.seas.upenn.edu/~cis194/ ) - Brent Yorgey
* [CS240h: Functional Systems in Haskell ](http://www.scs.stanford.edu/11au-cs240h/notes/ ) - Bryan O'Sullivan
2015-07-17 20:19:50 +00:00
* [edX: Introduction to Functional Programming ](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0 ) - Erik Meijer
2016-06-26 09:16:51 +00:00
* [RWTH Aachen University: Functional Programming ](https://videoag.fsmpi.rwth-aachen.de/?course=12ss-funkprog ) - Jürgen Giesl
2014-04-24 08:27:56 +00:00
2014-12-16 06:19:25 +00:00
2014-07-27 20:16:50 +00:00
### HTML / CSS
2015-11-13 13:25:42 +00:00
2017-05-17 16:11:42 +00:00
* [Bento CSS Learning Track ](https://bento.io/topic/css ) (Bento)
* [Bento HTML Learning Track ](https://bento.io/topic/html ) (Bento)
2015-11-13 20:52:57 +00:00
* [Build a Personal Website with Dash ](https://dash.generalassemb.ly )
2014-10-06 21:56:51 +00:00
* [Build a responsive website with Webflow ](https://www.bloc.io/tutorials/webflow-tutorial-design-responsive-sites-with-webflow )
2015-02-13 19:41:36 +00:00
* [Build a SaaS landing page using Skeleton ](https://www.bloc.io/tutorials/jottly-a-beginner-s-guide-to-html-css-skeleton-and-animate-css )
2014-12-26 19:59:24 +00:00
* [Build Dynamic Websites ](http://cs75.tv/2010/fall/ )
2019-07-25 00:54:38 +00:00
* [Code Your First Game: Arcade Classic in JavaScript on Canvas ](https://www.udemy.com/code-your-first-game/ ) - Chris DeLeon (Udemy)
2020-10-11 20:48:11 +00:00
* [Complete HTML/CSS BootCamp ](https://frontendmasters.com/bootcamp/ ) - FrontEnd Masters
2019-07-23 20:19:07 +00:00
* [CSS Flexbox - Mastering the Basics ](https://www.udemy.com/css-flexbox-mastering-the-basics/ ) - Vishwas Gopinath (Udemy)
2020-10-19 14:11:39 +00:00
* [CSS Grid ](https://cssgrid.io ) - Wesbos
2018-07-24 19:49:20 +00:00
* [CSS Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWqMH9a9DY8LFKrJ5NJCFHHe )
2020-10-27 02:57:51 +00:00
* [CSS3 tutorial for beginners | Learn CSS3 ](https://www.udemy.com/course/css3-tutorial-for-beginners-learn-css3/ ) - Udemy
2019-11-01 02:52:43 +00:00
* [Flexbox in 30 Days ](https://github.com/samanthaming/Flexbox30 ) - Samantha Ming
2020-10-20 12:39:42 +00:00
* [HTML and CSS Crash Course ](https://scrimba.com/learn/htmlcss ) - Kevin Powell (scrimba)
2018-07-24 19:49:20 +00:00
* [HTML Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_FB-hVEgEGUESZL1TOiJ6 )
2017-04-11 20:34:10 +00:00
* [Learn how to program: CSS ](https://www.learnhowtoprogram.com/css ) - Epicodus Inc.
2014-03-26 16:22:27 +00:00
* [Learn HTML5 Programming From Scratch ](https://www.udemy.com/learn-html5-programming-from-scratch/ )
2020-10-10 02:38:50 +00:00
* [Learn to style HTML using CSS ](https://developer.mozilla.org/en-US/docs/Learn/CSS )
2020-10-27 02:57:51 +00:00
* [Responsive Web Design with HTML5 and CSS3 - Advanced ](https://www.udemy.com/course/responsive-web-design-with-html5-and-css3-advanced/ ) - Udemy
2020-10-10 02:38:50 +00:00
* [Structuring the web with HTML ](https://developer.mozilla.org/en-US/docs/Learn/HTML )
2020-10-27 02:57:51 +00:00
* [Web Development By Doing: HTML / CSS From Scratch ](https://www.udemy.com/course/web-development-learn-by-doing-html5-css3-from-scratch-introductory/ ) - Udemy
2020-10-19 14:11:39 +00:00
* [What the Flexbox ](https://flexbox.io ) - Wesbos
2014-05-13 00:12:45 +00:00
2014-05-13 00:58:57 +00:00
2014-07-27 20:16:50 +00:00
### iOS
2015-11-13 13:25:42 +00:00
2014-05-16 01:26:28 +00:00
* [AppCoda Complete iOS Tutorial ](http://www.appcoda.com/ios-programming-course/ )
2020-10-09 19:04:28 +00:00
* [CS193p Developing Apps for IOS ](https://cs193p.sites.stanford.edu ) - Stanford
2020-10-24 18:23:35 +00:00
* [CS50 2019 - iOS Track ](https://www.youtube.com/playlist?list=PLhQjrBD2T3810ZX79Xrgj8X382QaWbk_J ) - David J. Malan (Harvard OpenCourseWare)
2018-09-15 21:53:04 +00:00
* [Developing iOS 11 Apps with Swift ](https://itunes.apple.com/us/course/developing-ios-11-apps-with-swift/id1309275316 )
2017-10-19 15:07:12 +00:00
* [Ray Wenderlich iOS Tutorial ](https://www.raywenderlich.com/category/ios )
2014-05-16 01:35:39 +00:00
2014-04-14 10:27:56 +00:00
2014-07-27 20:16:50 +00:00
### Java
2015-11-13 13:25:42 +00:00
2014-05-07 07:12:09 +00:00
* [Central Connecticut State University, Introduction to CS Using Java ](http://chortle.ccsu.edu/CS151/cs151java.html )
2020-10-19 13:53:03 +00:00
* [CS106A - Programming Methodology ](https://see.stanford.edu/Course/CS106A ) - (Stanford)
2014-05-16 01:38:09 +00:00
* [Introduction to Java ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-092-introduction-to-programming-in-java-january-iap-2010/ )
2015-10-17 23:37:01 +00:00
* [Java for Complete Beginners ](http://courses.caveofprogramming.com/courses/java-for-complete-beginners )
2018-07-27 13:15:43 +00:00
* [Java for Mobile Devices - Introducing Codename One ](https://codenameone.teachable.com/p/java-for-mobile-devices-introducing-codename-one )
2020-10-02 15:15:06 +00:00
* [Java Online Training | Edureka ](https://www.youtube.com/watch?v=hBh_CC5y8-s ) - (Edureka)
2020-10-28 23:23:09 +00:00
* [Java Programming ](https://testautomationu.applitools.com/java-programming-course/ ) - Angie Jones (Applitools)
2020-10-19 23:54:26 +00:00
* [Java Programming: Solving Problems with Software ](https://www.coursera.org/learn/java-programming ) - (Coursera)
2020-10-10 20:11:21 +00:00
* [Learn how to program: Java ](https://www.learnhowtoprogram.com/java-june-2017 ) - Epicodus Inc.
2018-11-05 21:46:47 +00:00
* [Object-Oriented programming with Java, part I ](https://moocfi.github.io/courses/2013/programming-part-1/ )
* [Object-Oriented programming with Java, part II ](https://moocfi.github.io/courses/2013/programming-part-2/ )
2014-05-07 05:32:12 +00:00
* [Princeton Algorithms, Part 1 ](https://www.coursera.org/course/algs4partI )
2020-01-13 14:49:18 +00:00
* [Problem Solving With Java ](https://www.udacity.com/course/intro-to-java-programming--cs046 ) (Udacity)
2019-08-14 20:01:47 +00:00
* [Spring 5 Core - An Ultimate Guide ](https://www.udemy.com/learn-spring-5-core-from-scratch/ ) - Somnath Musib (Udemy)
2014-04-24 08:27:56 +00:00
2014-05-13 00:58:57 +00:00
2017-05-17 16:11:42 +00:00
### JavaScript
2015-11-13 13:25:42 +00:00
2020-10-20 12:46:47 +00:00
* [Beginner's Series to: JavaScript ](https://youtube.com/playlist?list=PLlrxD0HtieHhW0NCG7M536uHGOtJ95Ut2 ) - Microsoft Developer (YouTube)
2017-05-17 16:11:42 +00:00
* [Bento JavaScript Learning Track ](https://bento.io/topic/javascript ) (Bento)
2015-11-13 20:52:57 +00:00
* [Egghead.io ](https://egghead.io )
2019-04-07 00:56:57 +00:00
* [Intro to JavaScript ES6 programming ](https://www.youtube.com/playlist?list=PL-xu4i_QDSxcoDNeh8rx5-pHCCTOg0XsI )
2019-07-26 11:28:43 +00:00
* [Javascript Essentials ](https://www.udemy.com/javascript-essentials/ ) - Lawrence Turton (Udemy)
2020-10-19 23:34:55 +00:00
* [Javascript30 ](https://javascript30.com ) - Wesbos
2017-04-11 20:34:10 +00:00
* [Learn how to program: JavaScript ](https://www.learnhowtoprogram.com/javascript ) - Epicodus Inc.
2020-11-04 15:43:41 +00:00
* [Learn modern JavaScript ](https://scrimba.com/learn/es6 ) - Beau Carnes (Scrimba) (Scrimba account *required* )
2016-11-03 21:59:10 +00:00
* [learn:query ](https://learnquery.infinum.co )
2014-04-16 02:31:59 +00:00
2015-11-13 13:25:42 +00:00
2018-03-20 14:43:06 +00:00
#### Angular.js
* [Angular.js Youtube Channel ](https://www.youtube.com/angularjs )
2018-03-21 12:55:28 +00:00
* [CodeCademy Angular ](https://www.codecademy.com/learn/learn-angularjs )
2018-03-20 14:43:06 +00:00
* [egghead.io youtube channel: Learn AngularJS with Tutorial Videos & Training ](https://www.youtube.com/user/johnlindquist )
2018-03-21 12:55:28 +00:00
* [Shaping up with Angular.js ](https://www.codeschool.com/courses/shaping-up-with-angular-js )
2018-03-20 14:43:06 +00:00
2020-10-26 22:50:59 +00:00
#### DenoJS
* [Deno Beginner ](https://denobeginner.com ) - Ahmad Awais - _Email required_
2018-03-20 14:43:06 +00:00
#### jQuery
2017-05-17 16:11:42 +00:00
* [Bento jQuery Track ](https://bento.io/topic/jquery ) (Bento)
2020-10-18 18:28:44 +00:00
* [Introduction to JQuery ](https://www.udacity.com/course/intro-to-jquery--ud245 ) (Udacity)
2017-05-17 16:11:42 +00:00
2020-10-21 00:52:20 +00:00
#### Next.js
* [Mastering Next.js ](https://masteringnextjs.com )
2020-10-12 01:48:29 +00:00
#### NodeJS
2020-10-20 12:46:47 +00:00
* [Beginner's Series to: Node.js ](https://youtube.com/playlist?list=PLlrxD0HtieHje-_287YJKhY8tDeSItwtg ) - Microsoft Developer (YouTube)
2020-10-16 16:16:14 +00:00
* [Node.js API Development for Beginners ](https://www.udemy.com/course/node-js-api-tutorial/ ) (Udemy)
2020-10-12 01:48:29 +00:00
* [Node.js Basics ](https://www.youtube.com/playlist?list=PLqq-6Pq4lTTa-d0iZg41U2RDqECol9C5B ) - Java Brains (Youtube)
2018-03-20 14:43:06 +00:00
#### React
2020-10-16 16:16:41 +00:00
* [React basic in just 1 hour ](https://www.udemy.com/course/react-basic-in-just-1-hour/ ) (Udemy)
2020-10-15 01:05:24 +00:00
* [React Crash Course 2020 ](https://www.youtube.com/watch?v=4UZrsTqkcW4 ) - freecodecamp
* [React Hooks ](https://www.youtube.com/playlist?list=PLZlA0Gpn_vH8EtggFGERCwMY5u5hOjf-h ) - WebDevSimplified
2020-10-15 13:50:53 +00:00
* [Start Using React to Build Web Applications ](https://egghead.io/courses/react-fundamentals )
2018-03-20 14:43:06 +00:00
2020-10-18 18:01:55 +00:00
#### React Native
2020-10-31 21:33:46 +00:00
* [CS50's Mobile App Development with React Native ](https://www.edx.org/course/cs50s-mobile-app-development-with-react-native ) - edX
2020-10-18 18:01:55 +00:00
* [React Native for Beginners ](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ixPU-QkScoRBVxtPPzVjrQ ) - The Net Ninja
2020-10-29 16:58:21 +00:00
* [React Tutorial for Beginners ](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3 ) - codevolution
2020-10-18 18:01:55 +00:00
2018-03-20 14:43:06 +00:00
#### Redux
* [Getting Started with Redux ](https://egghead.io/series/getting-started-with-redux )
2020-11-03 13:26:30 +00:00
* [Learn Redux ](https://learnredux.com ) - Wes Bos (email address *requested* )
2018-03-20 14:43:06 +00:00
2020-10-13 01:07:25 +00:00
#### Sails.Js
2018-03-21 12:55:28 +00:00
2020-10-12 01:48:29 +00:00
* [Develop web apps in free-programming-playgrounds.md.js and Sails.js ](https://courses.platzi.com/courses/develop-apps-sails-js/ )
2018-03-21 12:55:28 +00:00
2020-10-13 01:07:25 +00:00
#### Vue.js
2020-10-09 16:31:49 +00:00
2020-10-31 21:29:47 +00:00
* [Internationalization with vue-i18n ](https://vueschool.io/courses/internationalization-with-vue-i18n )
2020-10-13 14:29:08 +00:00
* [Intro to Vue 2 ](https://www.vuemastery.com/courses/intro-to-vue-js/vue-instance )
2020-10-09 16:31:49 +00:00
* [Intro to Vue 3 ](https://www.vuemastery.com/courses/intro-to-vue-3/intro-to-vue3 )
2020-11-04 15:40:58 +00:00
* [JavaScript Testing Fundamentals ](https://vueschool.io/courses/javascript-testing-fundamentals )
2020-11-03 02:58:54 +00:00
* [Nuxt.js Fundamentals ](https://vueschool.io/courses/nuxtjs-fundamentals )
2020-10-31 21:30:21 +00:00
* [Vue Router for Everyone ](https://vueschool.io/courses/vue-router-for-everyone )
2020-11-03 02:59:43 +00:00
* [Vue.js Components Fundamentals ](https://vueschool.io/courses/vuejs-components-fundamentals )
2020-10-13 14:30:15 +00:00
* [Vue.js Fundamentals ](https://vueschool.io/courses/vuejs-fundamentals )
2020-10-13 20:41:59 +00:00
* [Vuex for Everyone ](https://vueschool.io/courses/vuex-for-everyone )
2020-10-09 16:31:49 +00:00
2020-10-26 22:54:50 +00:00
### Kotlin
* [Android Kotlin Tutorial: Create Android Apps using Kotlin ](https://www.youtube.com/playlist?list=PLlxmoA0rQ-Lw5k_QCqVl3rsoJOnb_00UV ) - Sriyank Siddhartha (YouTube)
* [Developing Android Apps with Kotlin ](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012 ) (Udacity)
* [Kotlin Bootcamp for Programmers ](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011 ) - Aleks Haecky, Asser Samak, Sean McQuillan (Udacity)
2020-10-13 01:07:25 +00:00
### Kubernetes
* [Learn Kubernetes ](https://www.katacoda.com/courses/kubernetes ) - Katacoda
2019-08-20 18:31:27 +00:00
### Linux
2020-09-04 16:51:16 +00:00
* [Introduction To Linux ](https://www.edx.org/course/introduction-to-linux/ ) - The Linux Foundation (edx)
2020-10-15 18:47:47 +00:00
* [Linux Command Line ](https://www.udemy.com/course/command-line/ ) - Adam Eubankas (Udemy)
2020-10-14 14:00:49 +00:00
* [Linux Operating System Fundamentals ](https://www.udemy.com/course/linux-academy-linux-operating-system-fundamentals/ ) - Linux Academy (Udemy)
2020-10-16 01:54:28 +00:00
* [Linux Tutorials and Projects ](https://www.udemy.com/course/linux-tutorials/ ) - Jason Cannon (Udemy)
2020-10-14 14:37:07 +00:00
* [Red Hat Enterprise Linux Technical Overview ](https://www.udemy.com/course/red-hat-enterprise-linux-technical-overview/ ) - Red Hat, Inc. (Udemy)
2020-10-30 14:45:28 +00:00
* [The Linux Basics: Beginner to Sysadmin, Step by Step ](https://www.youtube.com/playlist?list=PLtK75qxsQaMLZSo7KL-PmiRarU7hrpnwK )
2019-08-20 18:31:27 +00:00
2015-07-15 11:52:05 +00:00
### Lua
2015-11-13 13:25:42 +00:00
2020-11-04 15:39:10 +00:00
* [Learn Lua in 15 Minutes ](http://tylerneylon.com/a/learn-lua/ ) - Tyler Neylon (HTML)
2015-07-15 12:18:38 +00:00
* [Lua Interactive Crash Course ](http://luatut.com/crash_course.html )
2016-10-02 10:14:01 +00:00
* [Lua Tutorial ](http://www.tutorialspoint.com/lua/ )
2014-05-13 00:58:57 +00:00
2015-11-13 13:25:42 +00:00
2016-11-03 22:05:35 +00:00
### Machine Learning
2020-10-19 23:30:40 +00:00
* [Deep Learning Fundamentals by DeepLearning.TV ](https://cognitiveclass.ai/courses/introduction-deep-learning ) (cognitiveclass.ai)
2018-05-30 13:57:34 +00:00
* [Google's Machine Learning Crash Course ](https://developers.google.com/machine-learning/crash-course/ )
2020-10-15 18:46:21 +00:00
* [Intro to Machine Learning ](https://www.kaggle.com/learn/intro-to-machine-learning ) (Kaggle)
2019-10-10 13:15:40 +00:00
* [Intro to Machine Learning Udacity ](https://www.udacity.com/course/intro-to-machine-learning--ud120 ) (Udacity)
2020-10-19 14:09:31 +00:00
* [Machine Learning Recipes with Josh Gordon ](https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal )
2020-10-19 23:30:40 +00:00
* [Machine Learning with Python by Saeed Aghabozorgi ](https://cognitiveclass.ai/courses/machine-learning-with-python ) (cognitiveclass.ai)
2018-12-27 14:43:05 +00:00
* [Pattern Recognition and Machine Learning ](https://www.microsoft.com/en-us/research/people/cmbishop/#!prml-book )
2018-12-27 14:35:43 +00:00
* [Principles of Machine Learning By Microsoft ](https://www.edx.org/course/principles-machine-learning-microsoft-dat203-2x-6 )
2020-04-06 14:58:31 +00:00
* [PyTorch tutorials by PyTorch.org ](https://pytorch.org/tutorials )
2016-11-03 22:05:35 +00:00
* [Stanford University Machine Learning ](https://www.coursera.org/learn/machine-learning )
2020-10-20 14:15:11 +00:00
### Markdown
* [MasteringMarkdown ](https://masteringmarkdown.com ) - Wesbos
2014-12-16 06:19:25 +00:00
### MATLAB
2015-11-13 13:25:42 +00:00
2020-10-16 01:43:27 +00:00
* [Data Processing and Feature Engineering with MATLAB ](https://www.coursera.org/learn/feature-engineering-matlab ) (coursera)
2020-11-04 15:39:10 +00:00
* [MATLAB and Simulink Training ](https://matlabacademy.mathworks.com )
2014-12-16 06:19:25 +00:00
* [MIT 18.S997 Introduction to MATLAB Programming ](http://ocw.mit.edu/courses/mathematics/18-s997-introduction-to-matlab-programming-fall-2011/ )
2017-10-12 01:22:57 +00:00
### Mercurial
* [Hg Init: a Mercurial Tutorial ](http://hginit.com ) - Joel Spolsky
2014-12-26 19:59:24 +00:00
### Misc
2015-11-13 13:25:42 +00:00
2014-12-26 19:59:24 +00:00
* [Advanced Data Structures ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/ )
* [Algorithm Design and Implementation ](https://www.youtube.com/playlist?list=PL6EF0274BD849A7D5 )
2018-05-18 12:40:10 +00:00
* [Aml-2018 Ambient Intelligence ](https://www.youtube.com/playlist?list=PLqRTLlwsxDL8fUcY2Y54sITILyJcTySpC ) (F. Corno - L. De Russis - A. Monge Roffarello)
2017-10-27 12:39:47 +00:00
* [Berkeley's CS 61B: Data Structures ](https://archive.org/details/ucberkeley_webcast_QMV45tHCYNI )
* [Berkeley's CS 162: Operating Systems and Systems Programming ](https://www.youtube.com/watch?v=feAOZuID1HM )
* [Berkeley's CS 169: Software Engineering ](https://www.youtube.com/watch?v=fXokQpWsszU )
* [Berkeley's CS 194: What is an Operating System? ](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html )
2014-12-26 19:59:24 +00:00
* [Bits: The Computer Science of Digital Information ](http://www.extension.harvard.edu/open-learning-initiative/bits )
2018-04-20 21:13:49 +00:00
* [Caltech's Learning From data ](https://work.caltech.edu/telecourse.html )
2014-12-26 19:59:24 +00:00
* [Computer Graphics ](http://nptel.ac.in/courses/106106090/ )
2020-01-07 14:04:30 +00:00
* [Elements of AI ](https://www.elementsofai.com )
2018-05-19 18:01:39 +00:00
* [Embedded Software Safety ](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt ) (P. Koopman)
2017-03-11 14:04:40 +00:00
* [FindLectures.com ](https://www.findlectures.com/?class1=Technology ) - Index of conference talks by language / topic
2020-10-16 02:38:05 +00:00
* [Introduction to Reinforcement Learning with David Silver ](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver ) - David Silver
2016-10-02 10:42:32 +00:00
* [LouvainX Paradigms of Computer Programming – ](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#! )
2019-01-19 19:40:02 +00:00
* [LouvainX Paradigms of Computer Programming – ](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1 )
2018-06-13 14:27:49 +00:00
* [MIT 6.S099: Artificial General Intelligence ](https://agi.mit.edu )
2015-11-19 21:52:47 +00:00
* [MIT Numerical Methods (2014) ](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm )
2015-11-13 13:25:42 +00:00
* [MIT's Artificial Intelligence ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/ )
* [MIT's Computer Language Engineering ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-sma-5502-fall-2005/lecture-notes/ )
* [MIT's Introduction to Algorithms ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/ )
* [MIT's Mathematics for Computer Science ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/ )
2015-08-25 06:12:55 +00:00
* [Principles of Reactive Programming ](https://www.coursera.org/course/reactive )
2018-05-19 18:01:39 +00:00
* [Robotics I ](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt ) - (A. De Luca)
2015-02-12 06:20:43 +00:00
* [Stanford Cryptography I ](https://www.coursera.org/course/crypto )
2015-02-12 06:25:45 +00:00
* [Stanford Cryptography II ](https://www.coursera.org/course/crypto2 )
2015-08-31 12:47:36 +00:00
* [Stanford SEE 229 - Machine Learning ](https://see.stanford.edu/Course/CS229 )
2014-12-26 19:59:24 +00:00
2017-04-11 20:33:09 +00:00
### .NET
2017-04-11 20:34:10 +00:00
* [Learn how to program: .NET ](https://www.learnhowtoprogram.com/net ) - Epicodus Inc.
2017-04-11 20:33:09 +00:00
2014-07-27 20:16:50 +00:00
### OCaml
2015-11-13 13:25:42 +00:00
2015-12-13 17:32:57 +00:00
* [Cornell's Data Structures and Functional Programming ](http://www.cs.cornell.edu/courses/cs3110/2015fa/ )
2016-07-07 17:29:54 +00:00
* [Introduction to Functional Programming in OCaml ](https://www.fun-mooc.fr/courses/parisdiderot/56002S02/session02/about )
2014-05-07 11:36:19 +00:00
2014-05-13 00:58:57 +00:00
2018-07-24 19:49:20 +00:00
### Perl
* [Perl Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpqRBcStwV0NwMA3nXMh5GC )
2017-04-11 20:33:09 +00:00
### PHP
2019-08-11 22:13:48 +00:00
* [Laravel 5.8 Tutorial From Scratch ](https://www.youtube.com/playlist?list=PLpzy7FIRqpGD0kxI48v8QEVVZd744Phi4 ) - Coder's Tape (2019)
2017-04-11 20:34:10 +00:00
* [Learn how to program: PHP ](https://www.learnhowtoprogram.com/php ) - Epicodus Inc.
2019-08-11 22:13:48 +00:00
* [PHP & MySQL Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWrjkpK2zD4TWKWMWVfeYK-b ) - The Bad Tutorials (2015)
* [PHP Programming Language Tutorial - Full Course ](https://www.youtube.com/watch?v=OK_JCtrrv-c ) - freeCodeCamp.org (2018)
2020-10-17 16:54:01 +00:00
* [PHP Tutorial ](https://www.w3schools.com/php ) - W3Schools
2017-04-11 20:33:09 +00:00
2020-10-24 18:19:37 +00:00
### Processing
* [Learning Processing: A Beginner's Guide to Programming Images, Animation, and Interaction ](https://www.youtube.com/c/TheCodingTrain/playlists?view=50&sort=dd&shelf_id=10 ) - The Coding Train
2014-07-27 20:16:50 +00:00
### Python
2015-11-13 13:25:42 +00:00
2017-01-03 17:42:16 +00:00
* [An Introduction to Interactive Programming in Python (Part 1) ](https://www.coursera.org/learn/interactive-python-1 ) (Coursera)
* [An Introduction to Interactive Programming in Python (Part 2) ](https://www.coursera.org/learn/interactive-python-2 ) (Coursera)
2017-05-17 16:11:42 +00:00
* [Bento Python Learning Track ](https://bento.io/topic/python ) (Bento)
2015-12-13 17:32:57 +00:00
* [Berkeley's Structure and Interpretation of Computer Programs ](http://cs61a.org )
2017-01-04 20:17:20 +00:00
* [Codesdope ](https://www.codesdope.com/python-introduction )
2014-05-16 01:38:09 +00:00
* [Google's Python Course ](https://developers.google.com/edu/python/ )
2014-06-11 14:26:13 +00:00
* [Introduction to Computer Science and Programming ](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/ ) (MIT's opencourseware)
2020-10-30 15:46:11 +00:00
* [Introduction to Programming Using Python ](https://www.edx.org/course/introduction-to-programming-using-python ) (edX)
2019-10-03 13:18:00 +00:00
* [Introduction to Python ](https://docs.microsoft.com/en-us/learn/modules/intro-to-python/ )(Microsoft Docs)
2020-10-18 18:45:01 +00:00
* [Introduction to Python Basics for Data Science ](https://dphi.tech/learn/introduction-to-python-basics-for-data-science ) (DPhi)
2018-05-07 00:26:05 +00:00
* [Introduction to Python Programming ](https://www.udacity.com/course/introduction-to-python--ud1110 ) (Udacity)
2015-07-15 12:04:25 +00:00
* [Learn Python ](https://pythonspot.com )
2017-01-03 17:42:16 +00:00
* [Learn Python - Free Interactive Python Tutorial ](http://www.learnpython.org )
2019-08-13 03:34:50 +00:00
* [Learn Python From Scratch ](https://www.udemy.com/learn-python-from-scratch-w/ ) - MD. Hasanur Rahaman Hasib (Udemy)
2020-10-28 23:23:09 +00:00
* [Learn Python Tutorial ](https://www.kaggle.com/learn/python ) (Kaggle)
2015-12-12 17:00:58 +00:00
* [Learn to program in Python ](https://www.codecademy.com/learn/python )
2017-01-03 17:42:16 +00:00
* [Learn to Program: The Fundamentals ](https://www.coursera.org/learn/learn-to-program ) (Coursera)
2016-11-03 22:03:57 +00:00
* [Programming Foundations with Python ](https://www.udacity.com/course/programming-foundations-with-python--ud036 ) (Udacity)
2020-10-24 19:11:41 +00:00
* [Python 3 ](https://www.sololearn.com/Course/Python/ ) (SoloLearn)
2020-10-28 02:08:14 +00:00
* [Python And Cryptocurrency: Build 5 Real World Applications ](https://www.udemy.com/course/coinmarketcap/ ) Ian Annase (Udemy)
2020-10-10 20:15:20 +00:00
* [Python Beginners-Intermediate Tutorial ](https://www.youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU ) - Corey Schafer
2020-10-21 13:45:34 +00:00
* [Python Built in Functions A to Z Tutorial and Examples ](https://www.youtube.com/playlist?list=PLrJGwAG1U62RW_hGGnk7xXG0LciHkT54X ) - Brainy Things
2017-01-03 17:42:16 +00:00
* [Python Course ](http://www.python-course.eu )
2020-10-20 12:39:42 +00:00
* [Python Course from scratch ](https://scrimba.com/playlist/pNpZMAB ) - Olaf Paulson (scrimba)
2020-10-19 13:59:28 +00:00
* [Python for Everybody ](https://www.py4e.com/lessons ) (Coursera Reading Materials with YouTube Videos)
2020-10-19 14:34:29 +00:00
* [Python Learn Course ](https://www.kaggle.com/learn/python ) - Colin Morris (Kaggle)
2018-07-24 19:49:20 +00:00
* [Python Programming Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpX_byHyTEj9hecPngl2DqR )
2020-10-17 17:09:55 +00:00
* [Python Tutorial ](https://www.w3schools.com/python/ ) - W3Schools
2020-10-10 02:49:09 +00:00
* [SoloLearn ](https://www.sololearn.com/Course/Python/ )
2020-10-17 16:56:54 +00:00
* [The Python Tutorial ](https://docs.python.org/3/tutorial/ )
2020-10-23 16:08:19 +00:00
* [Using Python for Research ](https://www.edx.org/course/using-python-for-research ) (edX Harvard)
2015-11-13 13:25:42 +00:00
2015-12-14 13:47:53 +00:00
2020-10-21 13:44:16 +00:00
#### Django
* [Django for Everybody ](https://dj4e.sites.uofmhosting.net/lessons ) (Coursera Reading Materials with YouTube Videos)
* [Python Django Basics Tutorial ](https://www.youtube.com/playlist?list=PL-osiE80TeTtoQCKZ03TU5fNfx2UY6U4p ) - Corey Schafer
#### Flask
* [Python Flask Framework Tutorial ](https://www.youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH ) - Corey Schafer
* [Python Flask Tutorial ](https://www.tutorialspoint.com/flask/flask_overview.htm ) (TutorialsPoint)
2017-08-07 18:30:09 +00:00
### QB64
* [Game Programming with QB64 ](http://qb64sourcecode.com ) - Terry Ritchie
2015-08-25 06:12:55 +00:00
### R
2015-11-13 13:25:42 +00:00
2015-08-25 06:12:55 +00:00
* [R Programming ](https://www.coursera.org/course/rprog )
2020-10-02 15:15:06 +00:00
* [R Programming Tutorial ](https://www.youtube.com/watch?v=_V8eKsto3Ug ) - (Barton Poulson) - (freeCodeCamp)
* [R Tutorial For Beginners | Edureka ](https://www.youtube.com/watch?v=fDRa82lxzaU ) - (Edureka)
2014-05-13 00:58:57 +00:00
2015-11-13 13:25:42 +00:00
2017-03-04 14:02:04 +00:00
### Ruby
2020-11-04 15:39:10 +00:00
* [An Introduction to Ruby Programming Language ](https://www.researchgate.net/publication/322222154_An_Introduction_to_Ruby_Programming_Language ) - Ali Tourani (HTML, PDF)
2017-04-11 20:34:10 +00:00
* [Learn how to program: Ruby ](https://www.learnhowtoprogram.com/ruby ) - Epicodus Inc.
2020-10-17 20:34:47 +00:00
* [Learn Ruby ](https://www.learnrubyonline.org )
2020-10-27 02:57:51 +00:00
* [RESTful API with Ruby On Rails 5 ](https://www.udemy.com/course/restful-api-with-ruby-on-rails-5/ ) - Udemy
2020-10-17 16:58:33 +00:00
* [Ruby Tutorial ](https://www.w3resource.com/ruby/ )
2017-03-04 14:02:04 +00:00
* [RubyMonk - Interactive Ruby tutorials ](https://rubymonk.com )
2020-11-02 18:26:57 +00:00
### Rust
* [Intro to Rust ](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDF6BX6_RdPisRVHgzV02NW ) - Tensor Programming
* [Rust Basics ](https://www.youtube.com/playlist?list=PLlcnQQJK8SUjApd95LIcd3K9XXmE-IeCS ) - Engineer Man
* [Rust Crash Course ](https://www.youtube.com/watch?v=zF34dRivLOw ) - Traversy Media
* [Rust Projects ](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDD5vy2BuSHvFZU0a6RDmgb ) - Tensor Programming
* [Rust Tutorial ](https://www.youtube.com/playlist?list=PLLqEtX6ql2EyPAZ1M2_C0GgVd4A-_L4_5 ) - Doug Milford
2014-12-16 20:15:18 +00:00
### Scala
2015-11-13 13:25:42 +00:00
2014-12-16 20:15:18 +00:00
* [Functional Programming Principles in Scala ](https://www.coursera.org/course/progfun )
2014-12-16 20:17:37 +00:00
* [Principles of Reactive Programming ](https://www.coursera.org/course/reactive )
2014-12-16 20:15:18 +00:00
2020-10-12 01:58:41 +00:00
### Security
* [Ethical Hacking ](https://www.hacker101.com/videos ) -(Hacker101)
2020-10-17 01:26:23 +00:00
* [The Complete Cyber Security & Hacking Course ](https://academy.ehacking.net/p/cyber-security-training-hacking-course ) -(Insec Techs- EH Academy)
2020-10-26 16:58:07 +00:00
* [Zero to Hero: A Practical Network Penetration Testing Course ](https://www.youtube.com/playlist?list=PLLKT__MCUeiwBa7d7F_vN1GUwz_2TmVQj ) - The Cyber Mentor
2020-10-12 01:58:41 +00:00
2016-10-02 10:42:32 +00:00
### Software Engineering
* [Advanced Software Construction in Java ](https://www.edx.org/course/advanced-software-construction-java-mitx-6-005-2x#! )
* [Agile Development Using Ruby on Rails - Advanced ](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x#! )
* [Agile Development Using Ruby on Rails - Basics ](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-1x#! )
* [Software Construction in Java ](https://www.edx.org/course/software-construction-java-mitx-6-005-1x )
2018-07-24 19:49:20 +00:00
### SQL
2020-10-25 20:50:49 +00:00
* [Introduction to Database Queries ](https://www.edx.org/course/introduction-to-database-queries ) - (edX New York University) - (Aspen Olmsted)
2018-07-24 19:49:20 +00:00
* [SQL Tutorial ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_6xTfF2FrIw-NAOo3iWMy )
2020-10-02 15:15:06 +00:00
* [SQL Tutorial - Full Database Course for Beginners ](https://www.youtube.com/watch?v=HXV3zeQKqGY ) - (Mike Dane) - (freeCodeCamp)
2018-07-24 19:49:20 +00:00
2014-07-31 19:14:40 +00:00
### Swift
2015-11-13 13:25:42 +00:00
2020-10-10 18:13:04 +00:00
* [100 days of Swift ](https://www.hackingwithswift.com/100 ) - Hacking With Swift
2019-07-30 13:15:19 +00:00
* [How To Make An App For Beginners (iOS/Swift - 2019) ](https://www.udemy.com/how-to-make-an-app-for-beginners-iosswift-2019/ ) - Chris Ching (Udemy)
2020-10-30 14:45:28 +00:00
* [Learn Swift ](https://www.youtube.com/playlist?list=PLMRqhzcHGw1ZqzYnpIuQAn2rcjhOtbqGX ) - CodeWithChris
2015-12-13 17:32:57 +00:00
* [Swiftris - Build an iOS Tetris app from scratch ](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift )
2014-10-07 01:28:53 +00:00
2018-10-09 03:08:52 +00:00
#### Vapor
* [Vapor University ](https://vapor.university )
2016-10-02 10:42:32 +00:00
### Theory
2020-04-15 01:06:14 +00:00
* [Automata Theory ](https://online.stanford.edu/courses/soe-ycsautomata-automata-theory )
2020-01-13 14:49:18 +00:00
* [Intro to Theoretical Computer Science ](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313 ) (Udacity)
2016-10-02 10:42:32 +00:00
2019-07-17 01:02:14 +00:00
### TypeScript
2019-08-09 14:21:27 +00:00
* [Introduction to TypeScript ](https://www.udemy.com/typescript/ ) - Daniel Stern (Udemy)
2019-07-17 01:02:14 +00:00
* [TypeScript Fast Crash Course ](https://www.udemy.com/typescript-fast-crash-course/ ) - Edwin Diaz, Coding Faculty Solutions (Udemy)
2017-10-16 14:09:32 +00:00
### Verilog / VHDL / SystemVerilog
* [SOC Verification Using SystemVerilog ](http://verificationexcellence.in/online-courses/soc-verification-using-systemverilog )
* [SystemVerilog - Learn basics of SystemVerilog for Hardware Verification ](https://verificationexcellence.teachable.com/p/learn-systemverilog )
* [SystemVerilog based UVM Methodology - Learn to build UVM based Testbenches in SystemVerilog ](https://verificationexcellence.teachable.com/p/learn-ovm-uvm )
2014-08-29 10:32:49 +00:00
### Web Development
2015-11-13 13:25:42 +00:00
2020-10-21 13:31:29 +00:00
* [ASP.NET Core Tutorial For Beginners ](https://www.youtube.com/playlist?list=PL6n9fhu94yhVkdrusLaQsfERmL_Jh4XmU ) - Venkat (Pragim Technologies)
2020-10-22 18:23:05 +00:00
* [CS50’ ](https://cs50.harvard.edu/web/2020/ ) - Brian Yu,David J. Milan (edX Harvard CS50)
2015-08-24 05:44:36 +00:00
* [Discover Flask - Full Stack Web Development with Flask ](https://github.com/realpython/discover-flask )
2015-12-12 17:03:17 +00:00
* [Flask(A Python Microframework) Tutorial ](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world )
2017-10-24 15:49:51 +00:00
* [Free Code Camp ](https://www.freecodecamp.org )
2020-10-21 14:03:30 +00:00
* [Full stack open ](https://fullstackopen.com/en/ ) - University of Helsinki
2019-10-14 12:33:09 +00:00
* [Python Web Scraping & Crawling using Scrapy ](https://www.youtube.com/playlist?list=PLhTjy8cBISEqkN-5Ku_kXG4QW33sxQo0t )
2015-11-13 20:52:57 +00:00
* [The Odin Project - Learn Web Development for Free ](http://www.theodinproject.com )
2019-10-05 18:30:08 +00:00
* [Web Information Retrieval ](https://www.youtube.com/playlist?list=PLAQopGWlIcya-9yzQ8c8UtPOuCv0mFZkr ) - L. Becchetti, A. Vitaletti (University of Sapienza Rome)
