diff --git a/README.md b/README.md
index 9f3119b7..2364268c 100644
--- a/README.md
+++ b/README.md
@@ -34,638 +34,631 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
 
 ## C/C++:
 
-- [Build an Interpreter](http://www.craftinginterpreters.com/) (Chapter 14 on is written in C)
-- [Memory Allocators 101 - Write a simple memory allocator](https://arjunsreedharan.org/post/148675821737/memory-allocators-101-write-a-simple-memory)
-- [Write a Shell in C](https://brennan.io/2015/01/16/write-a-shell-in-c/)
-- [Write a FUSE Filesystem](https://www.cs.nmsu.edu/~pfeiffer/fuse-tutorial/)
-- [Build Your Own Text Editor](http://viewsourcecode.org/snaptoken/kilo/)
-- [Build Your Own Lisp](http://www.buildyourownlisp.com/)
-- [How to Program an NES Game in C](https://nesdoug.com/)
-- [Write an OS from scratch](https://github.com/tuhdo/os01)
-- [How to create an OS from scratch ](https://github.com/cfenollosa/os-tutorial)
-- [Building a CHIP-8 Emulator](https://austinmorlan.com/posts/chip8_emulator/)
-- [Beginning Game Programming with C++ and SDL](http://lazyfoo.net/tutorials/SDL/)
-- [Implementing a Key-Value Store](http://codecapsule.com/2012/11/07/ikvs-implementing-a-key-value-store-table-of-contents/)
+- [Build an Interpreter](http://www.craftinginterpreters.com/) (Chapter 14 on is written in C) [Book - available in many formats]
+- [Memory Allocators 101 - Write a simple memory allocator](https://arjunsreedharan.org/post/148675821737/memory-allocators-101-write-a-simple-memory) [Blog Post]
+- [Write a Shell in C](https://brennan.io/2015/01/16/write-a-shell-in-c/) [Blog Post]
+- [Write a FUSE Filesystem](https://www.cs.nmsu.edu/~pfeiffer/fuse-tutorial/) [HTML Web Page]
+- [Build Your Own Text Editor](http://viewsourcecode.org/snaptoken/kilo/) [Web Page]
+- [Build Your Own Lisp](http://www.buildyourownlisp.com/) [Online Book]
+- [How to Program an NES Game in C](https://nesdoug.com/) [Blog Post]
+- [Write an OS from scratch](https://github.com/tuhdo/os01) [GitHub Repo]
+- [How to create an OS from scratch ](https://github.com/cfenollosa/os-tutorial) [GitHub Repo]
+- [Building a CHIP-8 Emulator](https://austinmorlan.com/posts/chip8_emulator/) [Blog Post]
+- [Beginning Game Programming with C++ and SDL](http://lazyfoo.net/tutorials/SDL/) [Blog Post]
+- [Implementing a Key-Value Store](http://codecapsule.com/2012/11/07/ikvs-implementing-a-key-value-store-table-of-contents/) [Blog Post]
 - Tiny 3D graphics projects
-  - [Tiny Renderer or how OpenGL works: software rendering in 500 lines of code](https://github.com/ssloy/tinyrenderer/wiki)
-  - [Understandable RayTracing in 256 lines of bare C++](https://github.com/ssloy/tinyraytracer/wiki)
-  - [KABOOM! in 180 lines of bare C++](https://github.com/ssloy/tinykaboom/wiki)
-  - [486 lines of C++: old-school FPS in a weekend](https://github.com/ssloy/tinyraycaster/wiki)
+  - [Tiny Renderer or how OpenGL works: software rendering in 500 lines of code](https://github.com/ssloy/tinyrenderer/wiki) [GitHub Wiki]
+  - [Understandable RayTracing in 256 lines of bare C++](https://github.com/ssloy/tinyraytracer/wiki) [GitHub Wiki]
+  - [KABOOM! in 180 lines of bare C++](https://github.com/ssloy/tinykaboom/wiki) [GitHub Wiki]
+  - [486 lines of C++: old-school FPS in a weekend](https://github.com/ssloy/tinyraycaster/wiki) [GitHub Wiki]
 - Writing a minimal x86-64 JIT compiler in C++
-  - [Part 1](https://solarianprogrammer.com/2018/01/10/writing-minimal-x86-64-jit-compiler-cpp/)
-  - [Part 2](https://solarianprogrammer.com/2018/01/12/writing-minimal-x86-64-jit-compiler-cpp-part-2/)
-- [Build a Live Code-reloader Library for C++](http://howistart.org/posts/cpp/1/index.html)
-- [Write a hash table in C](https://github.com/jamesroutley/write-a-hash-table)
-- [Let's Build a Simple Database](https://cstack.github.io/db_tutorial/)
-- [Let's Write a Kernel](http://arjunsreedharan.org/post/82710718100/kernel-101-lets-write-a-kernel)
-- [Write a Bootloader in C](http://3zanders.co.uk/2017/10/13/writing-a-bootloader/)
-- [Linux Container in 500 Lines of Code](https://blog.lizzie.io/linux-containers-in-500-loc.html)
-- [Write Your Own Virtual Machine](https://justinmeiners.github.io/lc3-vm/)
-- [Learning KVM - Implement Your Own Linux Kernel](https://david942j.blogspot.com/2018/10/note-learning-kvm-implement-your-own.html)
-- [Build Your Own Redis with C/C++](https://build-your-own.org/redis/)
+  - [Part 1](https://solarianprogrammer.com/2018/01/10/writing-minimal-x86-64-jit-compiler-cpp/) [Blog Post]
+  - [Part 2](https://solarianprogrammer.com/2018/01/12/writing-minimal-x86-64-jit-compiler-cpp-part-2/) [Blog Post]
+- [Build a Live Code-reloader Library for C++](http://howistart.org/posts/cpp/1/index.html) [Blog Post]
+- [Write a hash table in C](https://github.com/jamesroutley/write-a-hash-table) [GitHub Repo]
+- [Let's Build a Simple Database](https://cstack.github.io/db_tutorial/) [GitHub Pages]
+- [Let's Write a Kernel](http://arjunsreedharan.org/post/82710718100/kernel-101-lets-write-a-kernel) [Blog Post]
+- [Write a Bootloader in C](http://3zanders.co.uk/2017/10/13/writing-a-bootloader/) [Blog Post]
+- [Linux Container in 500 Lines of Code](https://blog.lizzie.io/linux-containers-in-500-loc.html) [Blog Post]
+- [Write Your Own Virtual Machine](https://justinmeiners.github.io/lc3-vm/) [Blog Post]
+- [Learning KVM - Implement Your Own Linux Kernel](https://david942j.blogspot.com/2018/10/note-learning-kvm-implement-your-own.html) [Blog Post]
+- [Build Your Own Redis with C/C++](https://build-your-own.org/redis/) [Online Book]
 - Write a C compiler
-  - [Part 1: Integers, Lexing and Code Generation](https://norasandler.com/2017/11/29/Write-a-Compiler.html)
-  - [Part 2: Unary Operators](https://norasandler.com/2017/12/05/Write-a-Compiler-2.html)
-  - [Part 3: Binary Operators](https://norasandler.com/2017/12/15/Write-a-Compiler-3.html)
-  - [Part 4: Even More Binary Operators](https://norasandler.com/2017/12/28/Write-a-Compiler-4.html)
-  - [Part 5: Local Variables](https://norasandler.com/2018/01/08/Write-a-Compiler-5.html)
-  - [Part 6: Conditionals](https://norasandler.com/2018/02/25/Write-a-Compiler-6.html)
-  - [Part 7: Compound Statements](https://norasandler.com/2018/03/14/Write-a-Compiler-7.html)
-  - [Part 8: Loops](https://norasandler.com/2018/04/10/Write-a-Compiler-8.html)
-  - [Part 9: Functions](https://norasandler.com/2018/06/27/Write-a-Compiler-9.html)
-  - [Part 10: Global Variables](https://norasandler.com/2019/02/18/Write-a-Compiler-10.html)
-- [Implementing a Language with LLVM](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm)
-- [Meta Crush Saga: a C++17 compile-time game](https://jguegant.github.io//jguegant.github.io/blogs/tech/meta-crush-saga.html)
-- [High-Performance Matrix Multiplication](https://gist.github.com/nadavrot/5b35d44e8ba3dd718e595e40184d03f0)
+  - [Part 1: Integers, Lexing and Code Generation](https://norasandler.com/2017/11/29/Write-a-Compiler.html) [Blog Post]
+  - [Part 2: Unary Operators](https://norasandler.com/2017/12/05/Write-a-Compiler-2.html) [Blog Post]
+  - [Part 3: Binary Operators](https://norasandler.com/2017/12/15/Write-a-Compiler-3.html) [Blog Post]
+  - [Part 4: Even More Binary Operators](https://norasandler.com/2017/12/28/Write-a-Compiler-4.html) [Blog Post]
+  - [Part 5: Local Variables](https://norasandler.com/2018/01/08/Write-a-Compiler-5.html) [Blog Post]
+  - [Part 6: Conditionals](https://norasandler.com/2018/02/25/Write-a-Compiler-6.html) [Blog Post]
+  - [Part 7: Compound Statements](https://norasandler.com/2018/03/14/Write-a-Compiler-7.html) [Blog Post]
+  - [Part 8: Loops](https://norasandler.com/2018/04/10/Write-a-Compiler-8.html) [Blog Post]
+  - [Part 9: Functions](https://norasandler.com/2018/06/27/Write-a-Compiler-9.html) [Blog Post]
+  - [Part 10: Global Variables](https://norasandler.com/2019/02/18/Write-a-Compiler-10.html) [Blog Post]
+- [Implementing a Language with LLVM](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm) [Web Page]
+- [Meta Crush Saga: a C++17 compile-time game](https://jguegant.github.io/blogs/tech/meta-crush-saga.html) [Blog Post or Video]
+- [High-Performance Matrix Multiplication](https://gist.github.com/nadavrot/5b35d44e8ba3dd718e595e40184d03f0) [GitHub Repo]
 - Space Invaders from Scratch
-  - [Part 1](http://nicktasios.nl/posts/space-invaders-from-scratch-part-1.html)
-  - [Part 2](http://nicktasios.nl/posts/space-invaders-from-scratch-part-2.html)
-  - [Part 3](http://nicktasios.nl/posts/space-invaders-from-scratch-part-3.html)
-  - [Part 4](http://nicktasios.nl/posts/space-invaders-from-scratch-part-4.html)
-  - [Part 5](http://nicktasios.nl/posts/space-invaders-from-scratch-part-5.html)
-- [Tetris Tutorial in C++ Platform Independent](http://javilop.com/gamedev/tetris-tutorial-in-c-platform-independent-focused-in-game-logic-for-beginners/)
+  - [Part 1](http://nicktasios.nl/posts/space-invaders-from-scratch-part-1.html) [Blog Post]
+  - [Part 2](http://nicktasios.nl/posts/space-invaders-from-scratch-part-2.html) [Blog Post]
+  - [Part 3](http://nicktasios.nl/posts/space-invaders-from-scratch-part-3.html) [Blog Post]
+  - [Part 4](http://nicktasios.nl/posts/space-invaders-from-scratch-part-4.html) [Blog Post]
+  - [Part 5](http://nicktasios.nl/posts/space-invaders-from-scratch-part-5.html) [Blog Post]
+- [Tetris Tutorial in C++ Platform Independent](http://javilop.com/gamedev/tetris-tutorial-in-c-platform-independent-focused-in-game-logic-for-beginners/) [Blog Post]
 - Writing a Linux Debugger
-  - [Part 1: Setup](https://blog.tartanllama.xyz/writing-a-linux-debugger-setup/)
-  - [Part 2: Breakpoints](https://blog.tartanllama.xyz/writing-a-linux-debugger-breakpoints/)
-  - [Part 3: Registers and memory](https://blog.tartanllama.xyz/writing-a-linux-debugger-registers/)
-  - [Part 4: Elves and dwarves](https://blog.tartanllama.xyz/writing-a-linux-debugger-elf-dwarf/)
-  - [Part 5: Source and signals](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-signal/)
-  - [Part 6: Source-level stepping](https://blog.tartanllama.xyz/writing-a-linux-debugger-dwarf-step/)
-  - [Part 7: Source-level breakpoints](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-break/)
-  - [Part 8: Stack unwinding](https://blog.tartanllama.xyz/writing-a-linux-debugger-unwinding/)
-  - [Part 9: Handling variables](https://blog.tartanllama.xyz/writing-a-linux-debugger-variables/)
-  - [Part 10: Advanced topics](https://blog.tartanllama.xyz/writing-a-linux-debugger-advanced-topics/)
+  - [Part 1: Setup](https://blog.tartanllama.xyz/writing-a-linux-debugger-setup/) [Blog Post]
+  - [Part 2: Breakpoints](https://blog.tartanllama.xyz/writing-a-linux-debugger-breakpoints/) [Blog Post]
+  - [Part 3: Registers and memory](https://blog.tartanllama.xyz/writing-a-linux-debugger-registers/) [Blog Post]
+  - [Part 4: Elves and dwarves](https://blog.tartanllama.xyz/writing-a-linux-debugger-elf-dwarf/) [Blog Post]
+  - [Part 5: Source and signals](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-signal/) [Blog Post]
+  - [Part 6: Source-level stepping](https://blog.tartanllama.xyz/writing-a-linux-debugger-dwarf-step/) [Blog Post]
+  - [Part 7: Source-level breakpoints](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-break/) [Blog Post]
+  - [Part 8: Stack unwinding](https://blog.tartanllama.xyz/writing-a-linux-debugger-unwinding/) [Blog Post]
+  - [Part 9: Handling variables](https://blog.tartanllama.xyz/writing-a-linux-debugger-variables/) [Blog Post]
+  - [Part 10: Advanced topics](https://blog.tartanllama.xyz/writing-a-linux-debugger-advanced-topics/) [Blog Post]
 - Let's write a compiler
-  - [Part 1: Introduction, selecting a language, and doing some planning](https://briancallahan.net/blog/20210814.html)
-  - [Part 2: A lexer](https://briancallahan.net/blog/20210815.html)
-  - [Part 3: A parser](https://briancallahan.net/blog/20210816.html)
-  - [Part 4: Testing](https://briancallahan.net/blog/20210817.html)
-  - [Part 5: A code generator](https://briancallahan.net/blog/20210818.html)
-  - [Part 6: Input and output](https://briancallahan.net/blog/20210819.html)
-  - [Part 7: Arrays](https://briancallahan.net/blog/20210822.html)
-  - [Part 8: Strings, forward references, and conclusion](https://briancallahan.net/blog/20210826.html)
+  - [Part 1: Introduction, selecting a language, and doing some planning](https://briancallahan.net/blog/20210814.html) [Blog Post]
+  - [Part 2: A lexer](https://briancallahan.net/blog/20210815.html) [Blog Post]
+  - [Part 3: A parser](https://briancallahan.net/blog/20210816.html) [Blog Post]
+  - [Part 4: Testing](https://briancallahan.net/blog/20210817.html) [Blog Post]
+  - [Part 5: A code generator](https://briancallahan.net/blog/20210818.html) [Blog Post]
+  - [Part 6: Input and output](https://briancallahan.net/blog/20210819.html) [Blog Post]
+  - [Part 7: Arrays](https://briancallahan.net/blog/20210822.html) [Blog Post]
+  - [Part 8: Strings, forward references, and conclusion](https://briancallahan.net/blog/20210826.html) [Blog Post]
 
 ### Network programming
 
 - Let's Code a TCP/IP Stack
 
-  - [Part 1: Ethernet & ARP](http://www.saminiir.com/lets-code-tcp-ip-stack-1-ethernet-arp/)
-  - [Part 2: IPv4 & ICMPv4](http://www.saminiir.com/lets-code-tcp-ip-stack-2-ipv4-icmpv4/)
-  - [Part 3: TCP Basics & Handshake](http://www.saminiir.com/lets-code-tcp-ip-stack-3-tcp-handshake/)
-  - [Part 4: TCP Data Flow & Socket API](http://www.saminiir.com/lets-code-tcp-ip-stack-4-tcp-data-flow-socket-api/)
-  - [Part 5: TCP Retransmission](http://www.saminiir.com/lets-code-tcp-ip-stack-5-tcp-retransmission/)
+  - [Part 1: Ethernet & ARP](http://www.saminiir.com/lets-code-tcp-ip-stack-1-ethernet-arp/) [Blog Post]
+  - [Part 2: IPv4 & ICMPv4](http://www.saminiir.com/lets-code-tcp-ip-stack-2-ipv4-icmpv4/) [Blog Post]
+  - [Part 3: TCP Basics & Handshake](http://www.saminiir.com/lets-code-tcp-ip-stack-3-tcp-handshake/) [Blog Post]
+  - [Part 4: TCP Data Flow & Socket API](http://www.saminiir.com/lets-code-tcp-ip-stack-4-tcp-data-flow-socket-api/) [Blog Post]
+  - [Part 5: TCP Retransmission](http://www.saminiir.com/lets-code-tcp-ip-stack-5-tcp-retransmission/) [Blog Post]
 
 - Programming concurrent servers
 
-  - [Part 1 - Introduction](https://eli.thegreenplace.net/2017/concurrent-servers-part-1-introduction/)
-  - [Part 2 - Threads](https://eli.thegreenplace.net/2017/concurrent-servers-part-2-threads/)
-  - [Part 3 - Event-driven](https://eli.thegreenplace.net/2017/concurrent-servers-part-3-event-driven/)
-  - [Part 4 - libuv](https://eli.thegreenplace.net/2017/concurrent-servers-part-4-libuv/)
-  - [Part 5 - Redis case study](https://eli.thegreenplace.net/2017/concurrent-servers-part-5-redis-case-study/)
-  - [Part 6 - Callbacks, Promises and async/await](https://eli.thegreenplace.net/2018/concurrent-servers-part-6-callbacks-promises-and-asyncawait/)
+  - [Part 1 - Introduction](https://eli.thegreenplace.net/2017/concurrent-servers-part-1-introduction/) [Blog Post]
+  - [Part 2 - Threads](https://eli.thegreenplace.net/2017/concurrent-servers-part-2-threads/) [Blog Post]
+  - [Part 3 - Event-driven](https://eli.thegreenplace.net/2017/concurrent-servers-part-3-event-driven/) [Blog Post]
+  - [Part 4 - libuv](https://eli.thegreenplace.net/2017/concurrent-servers-part-4-libuv/) [Blog Post]
+  - [Part 5 - Redis case study](https://eli.thegreenplace.net/2017/concurrent-servers-part-5-redis-case-study/) [Blog Post]
+  - [Part 6 - Callbacks, Promises and async/await](https://eli.thegreenplace.net/2018/concurrent-servers-part-6-callbacks-promises-and-asyncawait/) [Blog Post]
 
 - MQTT Broker from scratch
-  - [Part 1 - The protocol](https://codepr.github.io/posts/sol-mqtt-broker)
-  - [Part 2 - Networking](https://codepr.github.io/posts/sol-mqtt-broker-p2)
-  - [Part 3 - Server](https://codepr.github.io/posts/sol-mqtt-broker-p3)
-  - [Part 4 - Data structures](https://codepr.github.io/posts/sol-mqtt-broker-p4)
-  - [Part 5 - Topic abstraction](https://codepr.github.io/posts/sol-mqtt-broker-p5)
-  - [Part 6 - Handlers](https://codepr.github.io/posts/sol-mqtt-broker-p6)
-  - [Bonus - Multithreading](https://codepr.github.io/posts/sol-mqtt-broker-bonus)
+  - [Part 1 - The protocol](https://codepr.github.io/posts/sol-mqtt-broker) [Blog Post]
+  - [Part 2 - Networking](https://codepr.github.io/posts/sol-mqtt-broker-p2) [Blog Post]
+  - [Part 3 - Server](https://codepr.github.io/posts/sol-mqtt-broker-p3) [Blog Post]
+  - [Part 4 - Data structures](https://codepr.github.io/posts/sol-mqtt-broker-p4) [Blog Post]
+  - [Part 5 - Topic abstraction](https://codepr.github.io/posts/sol-mqtt-broker-p5) [Blog Post]
+  - [Part 6 - Handlers](https://codepr.github.io/posts/sol-mqtt-broker-p6) [Blog Post]
+  - [Bonus - Multithreading](https://codepr.github.io/posts/sol-mqtt-broker-bonus) [Blog Post]
 
 ### OpenGL:
 
 - Creating 2D Breakout game clone in C++ with OpenGL
-  - [Breakout](https://learnopengl.com/In-Practice/2D-Game/Breakout)
-  - [Setting up](https://learnopengl.com/In-Practice/2D-Game/Setting-up)
-  - [Rendering Sprites](https://learnopengl.com/In-Practice/2D-Game/Rendering-Sprites)
-  - [Levels](https://learnopengl.com/In-Practice/2D-Game/Levels)
+  - [Breakout](https://learnopengl.com/In-Practice/2D-Game/Breakout) [Web Page]
+  - [Setting up](https://learnopengl.com/In-Practice/2D-Game/Setting-up) [Web Page]
+  - [Rendering Sprites](https://learnopengl.com/In-Practice/2D-Game/Rendering-Sprites) [Web Page]
+  - [Levels](https://learnopengl.com/In-Practice/2D-Game/Levels) [Web Page]
   - Collisions
-    - [Ball](https://learnopengl.com/In-Practice/2D-Game/Collisions/Ball)
-    - [Collision detection](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-detection)
-    - [Collision resolution](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-resolution)
-  - [Particles](https://learnopengl.com/In-Practice/2D-Game/Particles)
-  - [Postprocessing](https://learnopengl.com/In-Practice/2D-Game/Postprocessing)
-  - [Powerups](https://learnopengl.com/In-Practice/2D-Game/Powerups)
-  - [Audio](https://learnopengl.com/In-Practice/2D-Game/Audio)
-  - [Render text](https://learnopengl.com/In-Practice/2D-Game/Render-text)
-  - [Final thoughts](https://learnopengl.com/In-Practice/2D-Game/Final-thoughts)
-- [Handmade Hero](https://handmadehero.org)
-- [How to Make Minecraft in C++/OpenGL](https://www.youtube.com/playlist?list=PLMZ_9w2XRxiZq1vfw1lrpCMRDufe2MKV_) (video)
+    - [Ball](https://learnopengl.com/In-Practice/2D-Game/Collisions/Ball) [Web Page]
+    - [Collision detection](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-detection) [Web Page]
+    - [Collision resolution](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-resolution) [Web Page]
+  - [Particles](https://learnopengl.com/In-Practice/2D-Game/Particles) [Web Page]
+  - [Postprocessing](https://learnopengl.com/In-Practice/2D-Game/Postprocessing) [Web Page]
+  - [Powerups](https://learnopengl.com/In-Practice/2D-Game/Powerups) [Web Page]
+  - [Audio](https://learnopengl.com/In-Practice/2D-Game/Audio) [Web Page]
+  - [Render text](https://learnopengl.com/In-Practice/2D-Game/Render-text) [Web Page]
+  - [Final thoughts](https://learnopengl.com/In-Practice/2D-Game/Final-thoughts) [Web Page]
+- [Handmade Hero](https://handmadehero.org) [Video]
+- [How to Make Minecraft in C++/OpenGL](https://www.youtube.com/playlist?list=PLMZ_9w2XRxiZq1vfw1lrpCMRDufe2MKV_) [Video Series]
 
 ## C#:
 
-- [Learn C# By Building a Simple RPG Game](http://scottlilly.com/learn-c-by-building-a-simple-rpg-index/)
-- [Create a Rogue-like game in C#](https://roguesharp.wordpress.com/)
-- [Create a Blank App with C# and Xamarin (work in progress)](https://www.intertech.com/Blog/xamarin-tutorial-part-1-create-a-blank-app/)
-- [Build iOS Photo Library App with Xamarin and Visual Studio](https://www.raywenderlich.com/134049/building-ios-apps-with-xamarin-and-visual-studio)
-- [Building the CoreWiki](https://www.youtube.com/playlist?list=PLVMqA0_8O85yC78I4Xj7z48ES48IQBa7p) This is a Wiki-style content management system that has been completely written in C# with ASP.NET Core and Razor Pages. You can find the source code [here](https://github.com/csharpfritz/CoreWiki).
+- [Learn C# By Building a Simple RPG Game](http://scottlilly.com/learn-c-by-building-a-simple-rpg-index/) [Blog Post]
+- [Create a Rogue-like game in C#](https://roguesharp.wordpress.com/) [Blog Post]
+- [Create a Blank App with C# and Xamarin (work in progress)](https://www.intertech.com/Blog/xamarin-tutorial-part-1-create-a-blank-app/) [Blog Post]
+- [Build iOS Photo Library App with Xamarin and Visual Studio](https://www.raywenderlich.com/134049/building-ios-apps-with-xamarin-and-visual-studio) [Web Page]
+- [Building the CoreWiki](https://www.youtube.com/playlist?list=PLVMqA0_8O85yC78I4Xj7z48ES48IQBa7p) This is a Wiki-style content management system that has been completely written in C# with ASP.NET Core and Razor Pages. You can find the source code [here](https://github.com/csharpfritz/CoreWiki). [Video Series]
 
 ## Clojure:
 
-- [Build a Twitter Bot with Clojure](http://howistart.org/posts/clojure/1/index.html)
-- [Building a Spell-Checker](https://bernhardwenzel.com/articles/clojure-spellchecker/)
-- [Building a JIRA integration with Clojure & Atlassian Connect](https://hackernoon.com/building-a-jira-integration-with-clojure-atlassian-connect-506ebd112807)
-- [Prototyping with Clojure](https://github.com/aliaksandr-s/prototyping-with-clojure)
-- [Tetris in ClojureScript](https://shaunlebron.github.io/t3tr0s-slides)
+- [Build a Twitter Bot with Clojure](http://howistart.org/posts/clojure/1/index.html) [Blog Post]
+- [Building a Spell-Checker](https://bernhardwenzel.com/articles/clojure-spellchecker/) [Blog Post]
+- [Building a JIRA integration with Clojure & Atlassian Connect](https://hackernoon.com/building-a-jira-integration-with-clojure-atlassian-connect-506ebd112807) [Blog Post]
+- [Prototyping with Clojure](https://github.com/aliaksandr-s/prototyping-with-clojure) [GitHub Repo]
+- [Tetris in ClojureScript](https://shaunlebron.github.io/t3tr0s-slides) [GitHub Pages]
 
 ## Dart:
 
 ### Flutter:
 
-- [Amazon Clone with Admin Panel](https://youtu.be/O3nmP-lZAdg)
-- [Food Delivery App](https://youtu.be/7dAt-JMSCVQ)
-- [Google Docs Clone](https://youtu.be/0_GJ1w_iG44)
-- [Instagram Clone](https://youtu.be/mEPm9w5QlJM)
-- [Multiplayer TicTacToe Game](https://youtu.be/Aut-wfXacXg)
-- [TikTok Clone](https://youtu.be/4E4V9F3cbp4)
-- [Ticket Booking App](https://youtu.be/71AsYo2q_0Y)
-- [Travel App](https://youtu.be/x4DydJKVvQk)
-- [Twitch Clone](https://youtu.be/U9YKZrDX0CQ)
-- [WhatsApp Clone](https://youtu.be/yqwfP2vXWJQ)
-- [Wordle Clone](https://youtu.be/_W0RN_Cqhpg)
-- [Zoom Clone](https://youtu.be/sMA1dKbv33Y)
-- [Netflix Clone](https://youtu.be/J8IFNKzs3TI)
+- [Amazon Clone with Admin Panel](https://youtu.be/O3nmP-lZAdg) [Youtube Video]
+- [Food Delivery App](https://youtu.be/7dAt-JMSCVQ) [Youtube Video]
+- [Google Docs Clone](https://youtu.be/0_GJ1w_iG44) [Youtube Video]
+- [Instagram Clone](https://youtu.be/mEPm9w5QlJM) [Youtube Video]
+- [Multiplayer TicTacToe Game](https://youtu.be/Aut-wfXacXg) [Youtube Video]
+- [TikTok Clone](https://youtu.be/4E4V9F3cbp4) [Youtube Video]
+- [Ticket Booking App](https://youtu.be/71AsYo2q_0Y) [Youtube Video]
+- [Travel App](https://youtu.be/x4DydJKVvQk) [Youtube Video]
+- [Twitch Clone](https://youtu.be/U9YKZrDX0CQ) [Youtube Video]
+- [WhatsApp Clone](https://youtu.be/yqwfP2vXWJQ) [Youtube Video]
+- [Wordle Clone](https://youtu.be/_W0RN_Cqhpg) [Youtube Video]
+- [Zoom Clone](https://youtu.be/sMA1dKbv33Y) [Youtube Video]
+- [Netflix Clone](https://youtu.be/J8IFNKzs3TI) [Youtube Video]
 
 ## Elixir
 
-- [Building a Simple Chat App With Elixir and Phoenix](https://sheharyar.me/blog/simple-chat-phoenix-elixir/)
-- [How to write a super fast link shortener with Elixir, Phoenix, and Mnesia](https://medium.com/free-code-camp/how-to-write-a-super-fast-link-shortener-with-elixir-phoenix-and-mnesia-70ffa1564b3c)
+- [Building a Simple Chat App With Elixir and Phoenix](https://sheharyar.me/blog/simple-chat-phoenix-elixir/) [Blog Post]
+- [How to write a super fast link shortener with Elixir, Phoenix, and Mnesia](https://medium.com/free-code-camp/how-to-write-a-super-fast-link-shortener-with-elixir-phoenix-and-mnesia-70ffa1564b3c) [Blog Post]
 
 ## Erlang
 
-- [ChatBus : build your first multi-user chat room app with Erlang/OTP](https://medium.com/@kansi/chatbus-build-your-first-multi-user-chat-room-app-with-erlang-otp-b55f72064901)
-- [Making a Chat App with Erlang, Rebar, Cowboy and Bullet](http://marianoguerra.org/posts/making-a-chat-app-with-erlang-rebar-cowboy-and-bullet.html)
+- [ChatBus : build your first multi-user chat room app with Erlang/OTP](https://medium.com/@kansi/chatbus-build-your-first-multi-user-chat-room-app-with-erlang-otp-b55f72064901) [Blog Post]
+- [Making a Chat App with Erlang, Rebar, Cowboy and Bullet](http://marianoguerra.org/posts/making-a-chat-app-with-erlang-rebar-cowboy-and-bullet.html) [Blog Post]
 
 ## F#:
 
-- [Write your own Excel in 100 lines of F#](http://tomasp.net/blog/2018/write-your-own-excel)
+- [Write your own Excel in 100 lines of F#](http://tomasp.net/blog/2018/write-your-own-excel) [Blog Post]
 
 ## Java:
 
-- [Build an Interpreter](http://www.craftinginterpreters.com/) (Chapter 4-13 is written in Java)
-- [Build a Simple HTTP Server with Java](http://javarevisited.blogspot.com/2015/06/how-to-create-http-server-in-java-serversocket-example.html)
-- [Build an Android Flashlight App](https://www.youtube.com/watch?v=dhWL4DC7Krs) (video)
-- [Build a Spring Boot App with User Authentication](https://spring.io/guides/gs/securing-web/)
+- [Build an Interpreter](http://www.craftinginterpreters.com/) (Chapter 4-13 is written in Java) [Book - available in many formats]
+- [Build a Simple HTTP Server with Java](http://javarevisited.blogspot.com/2015/06/how-to-create-http-server-in-java-serversocket-example.html) [Blog Post]
+- [Build an Android Flashlight App](https://www.youtube.com/watch?v=dhWL4DC7Krs) [Youtube Video]
+- [Build a Spring Boot App with User Authentication](https://spring.io/guides/gs/securing-web/) [Web Page]
 
 ## JavaScript:
 
-- [Build 30 things in 30 days with 30 tutorials](https://javascript30.com)
-- [Build an App in Pure JS](https://medium.com/codingthesmartway-com-blog/pure-javascript-building-a-real-world-application-from-scratch-5213591cfcd6)
-- [Build a Jupyter Notebook Extension](https://link.medium.com/wWUO7TN8SS)
-- [Build a TicTacToe Game with JavaScript](https://medium.com/javascript-in-plain-english/build-tic-tac-toe-game-using-javascript-3afba3c8fdcc)
-- [Build a Simple Weather App With Vanilla JavaScript](https://webdesign.tutsplus.com/tutorials/build-a-simple-weather-app-with-vanilla-javascript--cms-33893)
-- [Build a Todo List App in JavaScript](https://github.com/dwyl/javascript-todo-list-tutorial)
+- [Build 30 things in 30 days with 30 tutorials](https://javascript30.com) [Web Page]
+- [Build an App in Pure JS](https://medium.com/codingthesmartway-com-blog/pure-javascript-building-a-real-world-application-from-scratch-5213591cfcd6) [Blog Post]
+- [Build a Jupyter Notebook Extension](https://link.medium.com/wWUO7TN8SS) [Blog Post]
+- [Build a TicTacToe Game with JavaScript](https://medium.com/javascript-in-plain-english/build-tic-tac-toe-game-using-javascript-3afba3c8fdcc) [Blog Post]
+- [Build a Simple Weather App With Vanilla JavaScript](https://webdesign.tutsplus.com/tutorials/build-a-simple-weather-app-with-vanilla-javascript--cms-33893) [Blog Post]
+- [Build a Todo List App in JavaScript](https://github.com/dwyl/javascript-todo-list-tutorial) [GitHub Repo]
 
 ## HTML and CSS:
 
-- [Build A Loading Screen](https://medium.freecodecamp.org/how-to-build-a-delightful-loading-screen-in-5-minutes-847991da509f)
-- [Build an HTML Calculator with JS](https://medium.freecodecamp.org/how-to-build-an-html-calculator-app-from-scratch-using-javascript-4454b8714b98)
-- [Build Snake using only JavaScript, HTML & CSS](https://www.freecodecamp.org/news/think-like-a-programmer-how-to-build-snake-using-only-javascript-html-and-css-7b1479c3339e/)
+- [Build A Loading Screen](https://medium.freecodecamp.org/how-to-build-a-delightful-loading-screen-in-5-minutes-847991da509f) [Web Page]
+- [Build an HTML Calculator with JS](https://medium.freecodecamp.org/how-to-build-an-html-calculator-app-from-scratch-using-javascript-4454b8714b98) [Web Page]
+- [Build Snake using only JavaScript, HTML & CSS](https://www.freecodecamp.org/news/think-like-a-programmer-how-to-build-snake-using-only-javascript-html-and-css-7b1479c3339e/) [Web Page]
 
 ### Mobile Application:
 
-- [Build a React Native Todo Application](https://egghead.io/courses/build-a-react-native-todo-application)
-- [Build a React Native Application with Redux Thunk](https://medium.com/@alialhaddad/how-to-use-redux-thunk-in-react-and-react-native-4743a1321bd0)
+- [Build a React Native Todo Application](https://egghead.io/courses/build-a-react-native-todo-application) [Video Series]
+- [Build a React Native Application with Redux Thunk](https://medium.com/@alialhaddad/how-to-use-redux-thunk-in-react-and-react-native-4743a1321bd0) [Blog Post]
 
 ### Web Applications:
 
 #### React:
 
-- [Create Serverless React.js Apps](http://serverless-stack.com/)
-- [Create a Trello Clone](http://codeloveandboards.com/blog/2016/01/04/trello-tribute-with-phoenix-and-react-pt-1/)
-- [Create a Character Voting App with React, Node, MongoDB and SocketIO](http://sahatyalkabov.com/create-a-character-voting-app-using-react-nodejs-mongodb-and-socketio)
-- [React Tutorial: Cloning Yelp](https://www.fullstackreact.com/articles/react-tutorial-cloning-yelp/)
-- [Build a Full Stack Movie Voting App with Test-First Development using Mocha, React, Redux and Immutable](https://teropa.info/blog/2015/09/10/full-stack-redux-tutorial.html)
-- [Build a Twitter Stream with React and Node](https://scotch.io/tutorials/build-a-real-time-twitter-stream-with-node-and-react-js)
-- [Build A Simple Medium Clone using React.js and Node.js](https://medium.com/@kris101/clone-medium-on-node-js-and-react-js-731cdfbb6878)
-- [Integrate MailChimp in JS](https://medium.freecodecamp.org/how-to-integrate-mailchimp-in-a-javascript-web-app-2a889fb43f6f)
-- [Build A Chrome Extension with React + Parcel](https://medium.freecodecamp.org/building-chrome-extensions-in-react-parcel-79d0240dd58f)
-- [Build A ToDo App With React Native](https://blog.hasura.io/tutorial-fullstack-react-native-with-graphql-and-authentication-18183d13373a)
-- [Make a Chat Application](https://medium.freecodecamp.org/how-to-build-a-chat-application-using-react-redux-redux-saga-and-web-sockets-47423e4bc21a)
-- [Create a News App with React Native](https://medium.freecodecamp.org/create-a-news-app-using-react-native-ced249263627)
-- [Learn Webpack For React](https://medium.freecodecamp.org/learn-webpack-for-react-a36d4cac5060)
-- [Testing React App With Puppeteer and Jest](https://blog.bitsrc.io/testing-your-react-app-with-puppeteer-and-jest-c72b3dfcde59)
-- [Build Your Own React Boilerplate](https://medium.freecodecamp.org/how-to-build-your-own-react-boilerplate-2f8cbbeb9b3f)
-- [Code The Game Of Life With React](https://medium.freecodecamp.org/create-gameoflife-with-react-in-one-hour-8e686a410174)
-- [A Basic React+Redux Introductory Tutorial](https://hackernoon.com/a-basic-react-redux-introductory-tutorial-adcc681eeb5e)
-- [Build an Appointment Scheduler](https://hackernoon.com/build-an-appointment-scheduler-using-react-twilio-and-cosmic-js-95377f6d1040)
-- [Build A Chat App with Sentiment Analysis](https://codeburst.io/build-a-chat-app-with-sentiment-analysis-using-next-js-c43ebf3ea643)
-- [Build A Full Stack Web Application Setup](https://hackernoon.com/full-stack-web-application-using-react-node-js-express-and-webpack-97dbd5b9d708)
-- [Create Todoist clone with React and Firebase](https://www.youtube.com/watch?v=hT3j87FMR6M)
+- [Create Serverless React.js Apps](http://serverless-stack.com/) [Web Page or Video]
+- [Create a Trello Clone](http://codeloveandboards.com/blog/2016/01/04/trello-tribute-with-phoenix-and-react-pt-1/) [Blog Post]
+- [React Tutorial: Cloning Yelp](https://www.fullstackreact.com/articles/react-tutorial-cloning-yelp/) [Web Page]
+- [Build a Full Stack Movie Voting App with Test-First Development using Mocha, React, Redux and Immutable](https://teropa.info/blog/2015/09/10/full-stack-redux-tutorial.html) [Blog Post]
+- [Build a Twitter Stream with React and Node](https://scotch.io/tutorials/build-a-real-time-twitter-stream-with-node-and-react-js) [Blog Post]
+- [Build A Simple Medium Clone using React.js and Node.js](https://medium.com/@kris101/clone-medium-on-node-js-and-react-js-731cdfbb6878) [Blog Post]
+- [Integrate MailChimp in JS](https://medium.freecodecamp.org/how-to-integrate-mailchimp-in-a-javascript-web-app-2a889fb43f6f) [Web Page]
+- [Build A Chrome Extension with React + Parcel](https://medium.freecodecamp.org/building-chrome-extensions-in-react-parcel-79d0240dd58f) [Web Page]
+- [Build A ToDo App With React Native](https://blog.hasura.io/tutorial-fullstack-react-native-with-graphql-and-authentication-18183d13373a) [Blog Post]
+- [Make a Chat Application](https://medium.freecodecamp.org/how-to-build-a-chat-application-using-react-redux-redux-saga-and-web-sockets-47423e4bc21a) [Web Page]
+- [Create a News App with React Native](https://medium.freecodecamp.org/create-a-news-app-using-react-native-ced249263627) [Web Page]
+- [Learn Webpack For React](https://medium.freecodecamp.org/learn-webpack-for-react-a36d4cac5060) [Web Page]
+- [Testing React App With Puppeteer and Jest](https://blog.bitsrc.io/testing-your-react-app-with-puppeteer-and-jest-c72b3dfcde59) [Blog Post]
+- [Build Your Own React Boilerplate](https://medium.freecodecamp.org/how-to-build-your-own-react-boilerplate-2f8cbbeb9b3f) [Web Page]
+- [Code The Game Of Life With React](https://medium.freecodecamp.org/create-gameoflife-with-react-in-one-hour-8e686a410174) [Web Page]
+- [A Basic React+Redux Introductory Tutorial](https://hackernoon.com/a-basic-react-redux-introductory-tutorial-adcc681eeb5e) [Blog Post]
+- [Build an Appointment Scheduler](https://hackernoon.com/build-an-appointment-scheduler-using-react-twilio-and-cosmic-js-95377f6d1040) [Blog Post]
+- [Build A Chat App with Sentiment Analysis](https://codeburst.io/build-a-chat-app-with-sentiment-analysis-using-next-js-c43ebf3ea643) [Blog Post]
+- [Build A Full Stack Web Application Setup](https://hackernoon.com/full-stack-web-application-using-react-node-js-express-and-webpack-97dbd5b9d708) [Blog Post]
+- [Create Todoist clone with React and Firebase](https://www.youtube.com/watch?v=hT3j87FMR6M) [Youtube Video]
 - Build A Random Quote Machine
-  - [Part 1](https://www.youtube.com/watch?v=3QngsWA9IEE)
-  - [Part 2](https://www.youtube.com/watch?v=XnoTmO06OYo)
-  - [Part 3](https://www.youtube.com/watch?v=us51Jne67_I)
-  - [Part 4](https://www.youtube.com/watch?v=iZx7hqHb5MU)
-  - [Part 5](https://www.youtube.com/watch?v=lpba9vBqXl0)
-  - [Part 6](https://www.youtube.com/watch?v=Jvp8j6zrFHE)
-  - [Part 7](https://www.youtube.com/watch?v=M_hFfrN8_PQ)
-- [React Phone E-Commerce Project(video)](https://www.youtube.com/watch?v=-edmQKcOW8s)
+  - [Part 1](https://www.youtube.com/watch?v=3QngsWA9IEE) [Youtube Video]
+  - [Part 2](https://www.youtube.com/watch?v=XnoTmO06OYo) [Youtube Video]
+  - [Part 3](https://www.youtube.com/watch?v=us51Jne67_I) [Youtube Video]
+  - [Part 4](https://www.youtube.com/watch?v=iZx7hqHb5MU) [Youtube Video]
+  - [Part 5](https://www.youtube.com/watch?v=lpba9vBqXl0) [Youtube Video]
+  - [Part 6](https://www.youtube.com/watch?v=Jvp8j6zrFHE) [Youtube Video]
+  - [Part 7](https://www.youtube.com/watch?v=M_hFfrN8_PQ) [Youtube Video]
+- [React Phone E-Commerce Project](https://www.youtube.com/watch?v=-edmQKcOW8s) [Youtube Video]
 
 #### Angular:
 
-- [Build an Instagram Clone with Angular 1.x](https://hackhands.com/building-instagram-clone-angularjs-satellizer-nodejs-mongodb/)
 - Build an offline-capable Hacker News client with Angular 2+
-  - [Part 1](https://houssein.me/angular2-hacker-news)
-  - [Part 2](https://houssein.me/progressive-angular-applications)
-- [Build a Google+ clone with Django and AngularJS (Angular 1.x)](https://thinkster.io/django-angularjs-tutorial)
+  - [Part 1](https://houssein.me/angular2-hacker-news) [Blog Post]
+  - [Part 2](https://houssein.me/progressive-angular-applications) [Blog Post]
 - Build A Beautiful Real World App with Angular 8 :
 
-  - [Part I](https://medium.com/@hamedbaatour/build-a-real-world-beautiful-web-app-with-angular-6-a-to-z-ultimate-guide-2018-part-i-e121dd1d55e)
-  - [Part II](https://medium.com/@hamedbaatour/build-a-real-world-beautiful-web-app-with-angular-8-the-ultimate-guide-2019-part-ii-fe70852b2d6d)
+  - [Part I](https://medium.com/@hamedbaatour/build-a-real-world-beautiful-web-app-with-angular-6-a-to-z-ultimate-guide-2018-part-i-e121dd1d55e) [Blog Post]
+  - [Part II](https://medium.com/@hamedbaatour/build-a-real-world-beautiful-web-app-with-angular-8-the-ultimate-guide-2019-part-ii-fe70852b2d6d) [Blog Post]
 
-- [Build Responsive layout with BootStrap 4 and Angular 6](https://medium.com/@tomastrajan/how-to-build-responsive-layouts-with-bootstrap-4-and-angular-6-cfbb108d797b)
+- [Build Responsive layout with BootStrap 4 and Angular 6](https://medium.com/@tomastrajan/how-to-build-responsive-layouts-with-bootstrap-4-and-angular-6-cfbb108d797b) [Blog Post]
 - ToDo App with Angular 5
-  - [Introduction to Angular](http://www.discoversdk.com/blog/intro-to-angular-and-the-evolution-of-the-web)
-  - [Part 1](http://www.discoversdk.com/blog/angular-5-to-do-list-app-part-1)
+  - [Introduction to Angular](http://www.discoversdk.com/blog/intro-to-angular-and-the-evolution-of-the-web) [Blog Post]
+  - [Part 1](http://www.discoversdk.com/blog/angular-5-to-do-list-app-part-1) [Blog Post]
 
 #### Node:
 
-- [Build a real-time Markdown Editor with NodeJS](https://scotch.io/tutorials/building-a-real-time-markdown-viewer)
-- [Test-Driven Development with Node, Postgres and Knex](http://mherman.org/blog/2016/04/28/test-driven-development-with-node/)
+- [Build a real-time Markdown Editor with NodeJS](https://scotch.io/tutorials/building-a-real-time-markdown-viewer) [Blog Post]
+- [Test-Driven Development with Node, Postgres and Knex](http://mherman.org/blog/2016/04/28/test-driven-development-with-node/) [Blog Post]
 - Write a Twitter Bot in Node.js
-  - [Part 1](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-in-just-38-lines-of-code-ed92db9eb078)
-  - [Part 2](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-part-2-do-more-2ef1e039715d)
-- [Build A Simple Search Bot in 30 minutes](https://medium.freecodecamp.org/how-to-build-a-simple-search-bot-in-30-minutes-eb56fcedcdb1)
-- [Build A Job Scraping Web App](https://medium.freecodecamp.org/how-i-built-a-job-scraping-web-app-using-node-js-and-indreed-7fbba124bbdc)
-- [Building a GitHub App](https://blog.scottlogic.com/2017/05/22/gifbot-github-integration.html)
+  - [Part 1](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-in-just-38-lines-of-code-ed92db9eb078) [Blog Post]
+  - [Part 2](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-part-2-do-more-2ef1e039715d) [Blog Post]
+- [Build A Simple Search Bot in 30 minutes](https://medium.freecodecamp.org/how-to-build-a-simple-search-bot-in-30-minutes-eb56fcedcdb1) [Web Page]
+- [Build A Job Scraping Web App](https://medium.freecodecamp.org/how-i-built-a-job-scraping-web-app-using-node-js-and-indreed-7fbba124bbdc) [Web Page]
+- [Building a GitHub App](https://blog.scottlogic.com/2017/05/22/gifbot-github-integration.html) [Blog Post]
 - How to build your own Uber-for-X App using JavaScript, Node.JS, MongoDB and Web Sockets
-  - [Part 1](https://www.ashwinhariharan.tech/blog/how-to-build-your-own-uber-for-x-app/)
-  - [Part 2](https://www.ashwinhariharan.tech/blog/how-to-build-your-own-uber-for-x-app-part-2/)
+  - [Part 1](https://www.ashwinhariharan.tech/blog/how-to-build-your-own-uber-for-x-app/) [Blog Post]
+  - [Part 2](https://www.ashwinhariharan.tech/blog/how-to-build-your-own-uber-for-x-app-part-2/) [Blog Post]
 
 #### Vue
 
-- [Vue 2 + Firebase: How to build a Vue app with Firebase authentication system in 15 minutes](https://medium.com/@anas.mammeri/vue-2-firebase-how-to-build-a-vue-app-with-firebase-authentication-system-in-15-minutes-fdce6f289c3c)
-- [Vue.js Application Tutorial – Creating a Simple Budgeting App with Vue](https://matthiashager.com/complete-vuejs-application-tutorial/)
-- [Build a Blog with Vue, GraphQL and Apollo](https://scotch.io/tutorials/build-a-blog-with-vue-graphql-and-apollo-client)
+- [Vue 2 + Firebase: How to build a Vue app with Firebase authentication system in 15 minutes](https://medium.com/@anas.mammeri/vue-2-firebase-how-to-build-a-vue-app-with-firebase-authentication-system-in-15-minutes-fdce6f289c3c) [Blog Post]
+- [Vue.js Application Tutorial – Creating a Simple Budgeting App with Vue](https://matthiashager.com/complete-vuejs-application-tutorial/) [Web Page]
+- [Build a Blog with Vue, GraphQL and Apollo](https://www.digitalocean.com/community/tutorials/how-to-build-a-blog-with-vue-graphql-and-apollo-client) [Blog Post]
 - Build a full stack web application using MEVN (MongoDB, Express, Vue, Node) stack
-  - [Part 1](https://medium.com/@anaida07/mevn-stack-application-part-1-3a27b61dcae0)
-  - [Part 2](https://medium.com/@anaida07/mevn-stack-application-part-2-2-9ebcf8a22753)
-- [Vue.js To-Do List Tutorial (video)](https://www.youtube.com/watch?v=78tNYZUS-ps)
-- [Vue 2 + Pub/Sub: Build a peer to peer multi-user platform for games](https://www.ably.io/tutorials/peer-to-peer-vue)
+  - [Part 1](https://medium.com/@anaida07/mevn-stack-application-part-1-3a27b61dcae0) [Blog Post]
+  - [Part 2](https://medium.com/@anaida07/mevn-stack-application-part-2-2-9ebcf8a22753) [Blog Post]
+- [Vue.js To-Do List Tutorial](https://www.youtube.com/watch?v=78tNYZUS-ps) [Youtube Video]
+- [Vue 2 + Pub/Sub: Build a peer to peer multi-user platform for games](https://www.ably.io/tutorials/peer-to-peer-vue) [Web Page]
 
 #### Others (Hapi, Express...):
 
 - Build a Progressive Web Application (PWA)
-  - [Part 1](https://bitsofco.de/bitsofcode-pwa-part-1-offline-first-with-service-worker/)
-  - [Part 2](https://bitsofco.de/bitsofcode-pwa-part-2-instant-loading-with-indexeddb/)
-  - [Part 3](https://bitsofco.de/bitsofcode-pwa-part-3-push-notifications/)
-- [Build A Native Desktop App with JS](https://medium.freecodecamp.org/build-native-desktop-apps-with-javascript-a49ede90d8e9)
+  - [Part 1](https://bitsofco.de/bitsofcode-pwa-part-1-offline-first-with-service-worker/) [Blog Post]
+  - [Part 2](https://bitsofco.de/bitsofcode-pwa-part-2-instant-loading-with-indexeddb/) [Blog Post]
+  - [Part 3](https://bitsofco.de/bitsofcode-pwa-part-3-push-notifications/) [Blog Post]
+- [Build A Native Desktop App with JS](https://medium.freecodecamp.org/build-native-desktop-apps-with-javascript-a49ede90d8e9) [Web Page]
 - Build a Powerful API with NodeJs,GraphQL and Hapi
-  - [Part I](https://medium.com/@wesharehoodies/how-to-setup-a-powerful-api-with-nodejs-graphql-mongodb-hapi-and-swagger-e251ac189649)
+  - [Part I](https://medium.com/@wesharehoodies/how-to-setup-a-powerful-api-with-nodejs-graphql-mongodb-hapi-and-swagger-e251ac189649) [Blog Post]
 
 #### D3.js
 
-- [Learn D3 using examples](https://www.sitepoint.com/d3-js-data-visualizations/)
-- [Learn To Make A Line Chart](https://medium.freecodecamp.org/learn-to-create-a-line-chart-using-d3-js-4f43f1ee716b)
+- [Learn D3 using examples](https://www.sitepoint.com/d3-js-data-visualizations/) [Blog Post]
+- [Learn To Make A Line Chart](https://medium.freecodecamp.org/learn-to-create-a-line-chart-using-d3-js-4f43f1ee716b) [Web Page]
 
 ### Game Development:
 
-- [Make 2D Breakout Game using Phaser](https://developer.mozilla.org/en-US/docs/Games/Tutorials/2D_breakout_game_Phaser)
+- [Make 2D Breakout Game using Phaser](https://developer.mozilla.org/en-US/docs/Games/Tutorials/2D_breakout_game_Phaser) [Web Page]
 - Make Flappy Bird in HTML5 and JavaScript with Phaser
-  - [Part 1](http://www.lessmilk.com/tutorial/flappy-bird-phaser-1)
-  - [Part 2](http://www.lessmilk.com/tutorial/flappy-bird-phaser-2)
+  - [Part 1](http://www.lessmilk.com/tutorial/flappy-bird-phaser-1) [Blog Post]
+  - [Part 2](http://www.lessmilk.com/tutorial/flappy-bird-phaser-2) [Blog Post]
 
 ### Desktop Application:
 
-- [Build A Desktop Chat App with React and Electron](https://medium.freecodecamp.org/build-a-desktop-chat-app-with-react-electron-and-chatkit-744d168e6f2f)
+- [Build A Desktop Chat App with React and Electron](https://medium.freecodecamp.org/build-a-desktop-chat-app-with-react-electron-and-chatkit-744d168e6f2f) [Web Page]
 
 ### Miscellaneous:
 
-- [How to Build a Web Framework in Less Than 20 Lines of Code](https://www.pubnub.com/blog/build-yourself-a-web-framework-in-less-than-20-lines-of-code/)
-- [Build Yourself a Redux](https://zapier.com/engineering/how-to-build-redux/)
-- [How to write your own Virtual DOM](https://medium.com/@deathmood/how-to-write-your-own-virtual-dom-ee74acc13060)
-- [Build A Realtime Serverless GraphQL API with WebSockets on AWS](https://andrewgriffithsonline.com/blog/serverless-websockets-on-aws/)
+- [How to Build a Web Framework in Less Than 20 Lines of Code](https://www.pubnub.com/blog/build-yourself-a-web-framework-in-less-than-20-lines-of-code/) [Blog Post]
+- [Build Yourself a Redux](https://zapier.com/engineering/how-to-build-redux/) [Blog Post]
+- [How to write your own Virtual DOM](https://medium.com/@deathmood/how-to-write-your-own-virtual-dom-ee74acc13060) [Blog Post]
+- [Build A Realtime Serverless GraphQL API with WebSockets on AWS](https://andrewgriffithsonline.com/blog/serverless-websockets-on-aws/) [Blog Post]
 
 ## Kotlin:
 
-- [Keddit - Learn Kotlin While Developing an Android Application](https://medium.com/@juanchosaravia/learn-kotlin-while-developing-an-android-app-introduction-567e21ff9664)
+- [Keddit - Learn Kotlin While Developing an Android Application](https://medium.com/@juanchosaravia/learn-kotlin-while-developing-an-android-app-introduction-567e21ff9664) [Blog Post]
 
 ## Lua:
 
 ### LÖVE:
 
 - BYTEPATH: Creation of a Complete Game with Lua and LÖVE
-  - [Part 0: Introduction](https://github.com/SSYGEN/blog/issues/30)
-  - [Part 1: Game Loop](https://github.com/SSYGEN/blog/issues/15)
-  - [Part 2: Libraries](https://github.com/SSYGEN/blog/issues/16)
-  - [Part 3: Rooms and Areas](https://github.com/SSYGEN/blog/issues/17)
-  - [Part 4: Exercises](https://github.com/SSYGEN/blog/issues/18)
-  - [Part 5: Game Basics](https://github.com/SSYGEN/blog/issues/19)
-  - [Part 6: Player Basics](https://github.com/SSYGEN/blog/issues/20)
-  - [Part 7: Player Stats and Attacks](https://github.com/SSYGEN/blog/issues/21)
-  - [Part 8: Enemies](https://github.com/SSYGEN/blog/issues/22)
-  - [Part 9: Director and Gameplay Loop](https://github.com/SSYGEN/blog/issues/23)
-  - [Part 10: Coding Practices](https://github.com/SSYGEN/blog/issues/24)
-  - [Part 11: Passives](https://github.com/SSYGEN/blog/issues/25)
-  - [Part 12: More Passives](https://github.com/SSYGEN/blog/issues/26)
-  - [Part 13: Skill Tree](https://github.com/SSYGEN/blog/issues/27)
-  - [Part 14: Console](https://github.com/SSYGEN/blog/issues/28)
-  - [Part 15: Final](https://github.com/SSYGEN/blog/issues/29)
+  - [Part 0: Introduction](https://github.com/SSYGEN/blog/issues/30) [GitHub Repo]
+  - [Part 1: Game Loop](https://github.com/SSYGEN/blog/issues/15) [GitHub Repo]
+  - [Part 2: Libraries](https://github.com/SSYGEN/blog/issues/16) [GitHub Repo]
+  - [Part 3: Rooms and Areas](https://github.com/SSYGEN/blog/issues/17) [GitHub Repo]
+  - [Part 4: Exercises](https://github.com/SSYGEN/blog/issues/18) [GitHub Repo]
+  - [Part 5: Game Basics](https://github.com/SSYGEN/blog/issues/19) [GitHub Repo]
+  - [Part 6: Player Basics](https://github.com/SSYGEN/blog/issues/20) [GitHub Repo]
+  - [Part 7: Player Stats and Attacks](https://github.com/SSYGEN/blog/issues/21) [GitHub Repo]
+  - [Part 8: Enemies](https://github.com/SSYGEN/blog/issues/22) [GitHub Repo]
+  - [Part 9: Director and Gameplay Loop](https://github.com/SSYGEN/blog/issues/23) [GitHub Repo]
+  - [Part 10: Coding Practices](https://github.com/SSYGEN/blog/issues/24) [GitHub Repo]
+  - [Part 11: Passives](https://github.com/SSYGEN/blog/issues/25) [GitHub Repo]
+  - [Part 12: More Passives](https://github.com/SSYGEN/blog/issues/26) [GitHub Repo]
+  - [Part 13: Skill Tree](https://github.com/SSYGEN/blog/issues/27) [GitHub Repo]
+  - [Part 14: Console](https://github.com/SSYGEN/blog/issues/28) [GitHub Repo]
+  - [Part 15: Final](https://github.com/SSYGEN/blog/issues/29) [GitHub Repo]
 
 ## Python:
 
 ### Web Scraping:
 
-- [Mining Twitter Data with Python](https://marcobonzanini.com/2015/03/02/mining-twitter-data-with-python-part-1/)
-- [Scrape a Website with Scrapy and MongoDB](https://realpython.com/blog/python/web-scraping-with-scrapy-and-mongodb/)
-- [How To Scrape With Python and Selenium WebDriver](http://www.byperth.com/2018/04/25/guide-web-scraping-101-what-you-need-to-know-and-how-to-scrape-with-python-selenium-webdriver/)
-- [Which Movie Should I Watch using BeautifulSoup](https://medium.com/@nishantsahoo.in/which-movie-should-i-watch-5c83a3c0f5b1)
+- [Mining Twitter Data with Python](https://marcobonzanini.com/2015/03/02/mining-twitter-data-with-python-part-1/) [Blog Post]
+- [Scrape a Website with Scrapy and MongoDB](https://realpython.com/blog/python/web-scraping-with-scrapy-and-mongodb/) [Blog Post]
+- [How To Scrape With Python and Selenium WebDriver](http://www.byperth.com/2018/04/25/guide-web-scraping-101-what-you-need-to-know-and-how-to-scrape-with-python-selenium-webdriver/) [Blog Post]
+- [Which Movie Should I Watch using BeautifulSoup](https://medium.com/@nishantsahoo.in/which-movie-should-i-watch-5c83a3c0f5b1) [Blog Post]
 
 ### Web Applications:
 
-- [Build a Microblog with Flask](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world)
-- [Create a Blog Web App In Django](https://tutorial.djangogirls.org/en/)
-- [Choose Your Own Adventure Presentations](https://www.twilio.com/blog/2015/03/choose-your-own-adventures-presentations-wizard-mode-part-1-of-3.html)
-- [Build a Todo List with Flask and RethinkDB](https://realpython.com/blog/python/rethink-flask-a-simple-todo-list-powered-by-flask-and-rethinkdb/)
-- [Build a Todo List with Django and Test-Driven Development](http://www.obeythetestinggoat.com/)
-- [Build a RESTful Microservice in Python](http://www.skybert.net/python/developing-a-restful-micro-service-in-python/)
-- [Microservices with Docker, Flask, and React](https://testdriven.io/)
-- [Build A Simple Web App With Flask](https://pythonspot.com/flask-web-app-with-python/)
-- [Create A Django API in under 20 minutes](https://codeburst.io/create-a-django-api-in-under-20-minutes-2a082a60f6f3)
+- [Build a Microblog with Flask](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world) [Blog Post]
+- [Create a Blog Web App In Django](https://tutorial.djangogirls.org/en/) [Web Page]
+- Choose Your Own Adventure Presentations
+  - [Part 1 & 2](https://www.twilio.com/blog/choose-your-own-adventure-presentations-with-reveal-js-python-and-websockets.html) [Blog Post]
+  - [Part 3](https://www.twilio.com/blog/choose-your-own-adventure-presentations-flask-reveal-js-websockets-html) [Blog Post]
+- [Build a Todo List with Flask and RethinkDB](https://realpython.com/blog/python/rethink-flask-a-simple-todo-list-powered-by-flask-and-rethinkdb/) [Blog Post]
+- [Build a Todo List with Django and Test-Driven Development](http://www.obeythetestinggoat.com/) [Book - available in many formats]
+- [Build a RESTful Microservice in Python](http://www.skybert.net/python/developing-a-restful-micro-service-in-python/) [Blog Post]
+- [Microservices with Docker, Flask, and React](https://testdriven.io/) [Paid Courses]
+- [Build A Simple Web App With Flask](https://pythonspot.com/flask-web-app-with-python/) [Web Page]
+- [Create A Django API in under 20 minutes](https://codeburst.io/create-a-django-api-in-under-20-minutes-2a082a60f6f3) [Blog Post]
 - Build a Community-driven delivery application with Django, Postgres and JavaScript
-  - [Part 1](https://www.ashwinhariharan.tech/blog/thinking-of-building-a-contact-tracing-application-heres-what-you-can-do-instead/)
-  - [Part 2](https://www.ashwinhariharan.tech/blog/thinking-of-building-a-contact-tracing-application-heres-what-you-can-do-instead-part-2/)
+  - [Part 1](https://www.ashwinhariharan.tech/blog/thinking-of-building-a-contact-tracing-application-heres-what-you-can-do-instead/) [Blog Post]
+  - [Part 2](https://www.ashwinhariharan.tech/blog/thinking-of-building-a-contact-tracing-application-heres-what-you-can-do-instead-part-2/) [Blog Post]
 - Realtime Chat application with Vue, django-notifs, RabbitMQ and uWSGI
-  - [Part 1](https://danidee10.github.io/2018/01/01/realtime-django-1.html)
-  - [Part 2](https://danidee10.github.io/2018/01/03/realtime-django-2.html)
-  - [Part 3](https://danidee10.github.io/2018/01/07/realtime-django-3.html)
-  - [Part 4](https://danidee10.github.io/2018/01/10/realtime-django-4.html)
-  - [Part 5](https://danidee10.github.io/2018/01/13/realtime-django-5.html)
-  - [Part 6](https://danidee10.github.io/2018/03/12/realtime-django-6.html)
+  - [Part 1](https://danidee10.github.io/2018/01/01/realtime-django-1.html) [GitHub Pages]
+  - [Part 2](https://danidee10.github.io/2018/01/03/realtime-django-2.html) [GitHub Pages]
+  - [Part 3](https://danidee10.github.io/2018/01/07/realtime-django-3.html) [GitHub Pages]
+  - [Part 4](https://danidee10.github.io/2018/01/10/realtime-django-4.html) [GitHub Pages]
+  - [Part 5](https://danidee10.github.io/2018/01/13/realtime-django-5.html) [GitHub Pages]
+  - [Part 6](https://danidee10.github.io/2018/03/12/realtime-django-6.html) [GitHub Pages]
 
 ### Bots:
 
-- [Build a Reddit Bot](http://pythonforengineers.com/build-a-reddit-bot-part-1/)
-- [How to Make a Reddit Bot - YouTube](https://www.youtube.com/watch?v=krTUf7BpTc0) (video)
-- [Build a Facebook Messenger Bot](https://blog.hartleybrody.com/fb-messenger-bot/)
-- [Making a Reddit + Facebook Messenger Bot](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot/)
+- [Build a Reddit Bot](http://pythonforengineers.com/build-a-reddit-bot-part-1/) [Blog Post]
+- [How to Make a Reddit Bot](https://www.youtube.com/watch?v=krTUf7BpTc0) [Youtube Video]
+- [Build a Facebook Messenger Bot](https://blog.hartleybrody.com/fb-messenger-bot/) [Blog Post]
+- [Making a Reddit + Facebook Messenger Bot](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot/) [Blog Post]
 - How To Create a Telegram Bot Using Python
-  - [Part 1](https://khashtamov.com/en/how-to-create-a-telegram-bot-using-python/)
-  - [Part 2](https://khashtamov.com/en/how-to-deploy-telegram-bot-django/)
-- [Create a Twitter Bot In Python](https://medium.freecodecamp.org/creating-a-twitter-bot-in-python-with-tweepy-ac524157a607)
+  - [Part 1](https://khashtamov.com/en/how-to-create-a-telegram-bot-using-python/) [Blog Post]
+  - [Part 2](https://khashtamov.com/en/how-to-deploy-telegram-bot-django/) [Blog Post]
+- [Create a Twitter Bot In Python](https://medium.freecodecamp.org/creating-a-twitter-bot-in-python-with-tweepy-ac524157a607) [Web Page]
 
 ### Data Science:
 
 - Learn Python For Data Science by Doing Several Projects (video):
-  - [Part 1: Introduction](https://www.youtube.com/watch?v=T5pRlIbr6gg)
-  - [Part 2: Twitter Sentiment Analysis](https://www.youtube.com/watch?v=o_OZdbCzHUA)
-  - [Part 3: Recommendation Systems](https://www.youtube.com/watch?v=9gBC9R-msAk&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=3)
-  - [Part 4: Predicting Stock Prices](https://www.youtube.com/watch?v=SSu00IRRraY&index=4&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU)
-  - [Part 5: Deep Dream in TensorFlow](https://www.youtube.com/watch?v=MrBzgvUNr4w&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=5)
-  - [Part 6: Genetic Algorithms](https://www.youtube.com/watch?v=dSofAXnnFrY&index=6&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU)
+  - [Part 1: Introduction](https://www.youtube.com/watch?v=T5pRlIbr6gg) [Youtube Video]
+  - [Part 2: Twitter Sentiment Analysis](https://www.youtube.com/watch?v=o_OZdbCzHUA) [Youtube Video]
+  - [Part 3: Recommendation Systems](https://www.youtube.com/watch?v=9gBC9R-msAk&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=3) [Youtube Video]
+  - [Part 4: Predicting Stock Prices](https://www.youtube.com/watch?v=SSu00IRRraY&index=4&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU) [Youtube Video]
+  - [Part 5: Deep Dream in TensorFlow](https://www.youtube.com/watch?v=MrBzgvUNr4w&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=5) [Youtube Video]
+  - [Part 6: Genetic Algorithms](https://www.youtube.com/watch?v=dSofAXnnFrY&index=6&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU) [Youtube Video]
 
 ### Machine Learning:
 
-- [Write Linear Regression From Scratch in Python](https://www.youtube.com/watch?v=uwwWVAgJBcM) (video)
-- [Step-By-Step Machine Learning In Python](https://machinelearningmastery.com/machine-learning-in-python-step-by-step/)
-- [Predict Quality Of Wine](https://medium.freecodecamp.org/using-machine-learning-to-predict-the-quality-of-wines-9e2e13d7480d)
-- [Solving A Fruits Classification Problem](https://towardsdatascience.com/solving-a-simple-classification-problem-with-python-fruits-lovers-edition-d20ab6b071d2)
-- [Learn Unsupervised Learning with Python](https://scikit-learn.org/stable/unsupervised_learning.html)
-- [Build Your Own Neural Net from Scratch in Python](https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6)
-- [Linear Regression in Python without sklearn](https://medium.com/we-are-orb/linear-regression-in-python-without-scikit-learn-50aef4b8d122)
-- [Multivariate Linear Regression without sklearn](https://medium.com/we-are-orb/multivariate-linear-regression-in-python-without-scikit-learn-7091b1d45905)
-- [Music Recommender using KNN](https://towardsdatascience.com/how-to-build-a-simple-song-recommender-296fcbc8c85)
+- [Write Linear Regression From Scratch in Python](https://www.youtube.com/watch?v=uwwWVAgJBcM) [Youtube Video]
+- [Step-By-Step Machine Learning In Python](https://machinelearningmastery.com/machine-learning-in-python-step-by-step/) [Blog Post]
+- [Predict Quality Of Wine](https://medium.freecodecamp.org/using-machine-learning-to-predict-the-quality-of-wines-9e2e13d7480d) [Web Page]
+- [Solving A Fruits Classification Problem](https://towardsdatascience.com/solving-a-simple-classification-problem-with-python-fruits-lovers-edition-d20ab6b071d2) [Blog Post]
+- [Learn Unsupervised Learning with Python](https://scikit-learn.org/stable/unsupervised_learning.html) [Web Page]
+- [Build Your Own Neural Net from Scratch in Python](https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6) [Blog Post]
+- [Linear Regression in Python without sklearn](https://medium.com/we-are-orb/linear-regression-in-python-without-scikit-learn-50aef4b8d122) [Blog Post]
+- [Multivariate Linear Regression without sklearn](https://medium.com/we-are-orb/multivariate-linear-regression-in-python-without-scikit-learn-7091b1d45905) [Blog Post]
+- [Music Recommender using KNN](https://towardsdatascience.com/how-to-build-a-simple-song-recommender-296fcbc8c85) [Blog Post]
 - Find Similar Quora Questions-
-  - [Using BOW, TFIDF and Xgboost](https://towardsdatascience.com/finding-similar-quora-questions-with-bow-tfidf-and-random-forest-c54ad88d1370)
-  - [Using Word2Vec and Xgboost](https://towardsdatascience.com/finding-similar-quora-questions-with-word2vec-and-xgboost-1a19ad272c0d)
-- [Detecting Fake News with Python and Machine Learning](https://data-flair.training/blogs/advanced-python-project-detecting-fake-news/)
+  - [Using BOW, TFIDF and Xgboost](https://towardsdatascience.com/finding-similar-quora-questions-with-bow-tfidf-and-random-forest-c54ad88d1370) [Blog Post]
+  - [Using Word2Vec and Xgboost](https://towardsdatascience.com/finding-similar-quora-questions-with-word2vec-and-xgboost-1a19ad272c0d) [Blog Post]
+- [Detecting Fake News with Python and Machine Learning](https://data-flair.training/blogs/advanced-python-project-detecting-fake-news/) [Blog Post]
 
 ### OpenCV:
 
-- [Build A Document Scanner](https://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/)
-- [Build A Face Detector using OpenCV and Deep Learning](https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/)
-- [Build fastest custom object Detection system yusing YOLOv3(video playlist)](https://www.youtube.com/playlist?list=PLKHYJbyeQ1a0oGzgRXy-QwAN1tSV4XZxg)
-- [Build a Face Recognition System using OpenCV, Python and Deep Learning](https://www.pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/)
-- [Detect The Salient Features in an Image](https://www.pyimagesearch.com/2018/07/16/opencv-saliency-detection/)
-- [Build A Barcode Scanner](https://www.pyimagesearch.com/2018/05/21/an-opencv-barcode-and-qr-code-scanner-with-zbar/)
-- [Learn Face Clustering with Python](https://www.pyimagesearch.com/2018/07/09/face-clustering-with-python/)
-- [Object Tracking with Camshift](https://www.pyimagesearch.com/wp-content/uploads/2014/11/opencv_crash_course_camshift.pdf)
-- [Semantic Segmentation with OpenCV and Deep Learning](https://www.pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/)
-- [Text Detection in Images and Videos](https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/)
-- [People Counter using OpenCV](https://www.pyimagesearch.com/2018/08/13/opencv-people-counter/)
-- [Tracking Multiple Objects with OpenCV](https://www.pyimagesearch.com/2018/08/06/tracking-multiple-objects-with-opencv/)
-- [Neural Style Transfer with OpenCV](https://www.pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/)
-- [OpenCV OCR and Text Recognition](https://www.pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/)
-- [Text Skew Correction Tutorial](https://www.pyimagesearch.com/2017/02/20/text-skew-correction-opencv-python/)
-- [Facial Landmark Detection Tutorial](https://www.pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/)
-- [Object Detection using Mask-R-CNN](https://www.learnopencv.com/deep-learning-based-object-detection-and-instance-segmentation-using-mask-r-cnn-in-opencv-python-c/)
-- [Automatic Target Detection Tutorial](https://www.pyimagesearch.com/2015/05/04/target-acquired-finding-targets-in-drone-and-quadcopter-video-streams-using-python-and-opencv/)
-- [EigenFaces using OpenCV](https://www.learnopencv.com/eigenface-using-opencv-c-python/)
-- [Faster(5-point) Facial Landmark Detection Tutorial](https://www.pyimagesearch.com/2018/04/02/faster-facial-landmark-detector-with-dlib/)
-- [Hand Keypoint Detection](https://www.learnopencv.com/hand-keypoint-detection-using-deep-learning-and-opencv/)
+- [Build A Document Scanner](https://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/) [Blog Post]
+- [Build A Face Detector using OpenCV and Deep Learning](https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/) [Blog Post]
+- [Build fastest custom object Detection system yusing YOLOv3](https://www.youtube.com/playlist?list=PLKHYJbyeQ1a0oGzgRXy-QwAN1tSV4XZxg) [Video Series]
+- [Build a Face Recognition System using OpenCV, Python and Deep Learning](https://www.pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/) [Blog Post]
+- [Detect The Salient Features in an Image](https://www.pyimagesearch.com/2018/07/16/opencv-saliency-detection/) [Blog Post]
+- [Build A Barcode Scanner](https://www.pyimagesearch.com/2018/05/21/an-opencv-barcode-and-qr-code-scanner-with-zbar/) [Blog Post]
+- [Learn Face Clustering with Python](https://www.pyimagesearch.com/2018/07/09/face-clustering-with-python/) [Blog Post]
+- [Object Tracking with Camshift](https://www.pyimagesearch.com/wp-content/uploads/2014/11/opencv_crash_course_camshift.pdf) [Blog Post]
+- [Semantic Segmentation with OpenCV and Deep Learning](https://www.pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/) [Blog Post]
+- [Text Detection in Images and Videos](https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/) [Blog Post]
+- [People Counter using OpenCV](https://www.pyimagesearch.com/2018/08/13/opencv-people-counter/) [Blog Post]
+- [Tracking Multiple Objects with OpenCV](https://www.pyimagesearch.com/2018/08/06/tracking-multiple-objects-with-opencv/) [Blog Post]
+- [Neural Style Transfer with OpenCV](https://www.pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/) [Blog Post]
+- [OpenCV OCR and Text Recognition](https://www.pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/) [Blog Post]
+- [Text Skew Correction Tutorial](https://www.pyimagesearch.com/2017/02/20/text-skew-correction-opencv-python/) [Blog Post]
+- [Facial Landmark Detection Tutorial](https://www.pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/) [Blog Post]
+- [Object Detection using Mask-R-CNN](https://www.learnopencv.com/deep-learning-based-object-detection-and-instance-segmentation-using-mask-r-cnn-in-opencv-python-c/) [Blog Post]
+- [Automatic Target Detection Tutorial](https://www.pyimagesearch.com/2015/05/04/target-acquired-finding-targets-in-drone-and-quadcopter-video-streams-using-python-and-opencv/) [Blog Post]
+- [EigenFaces using OpenCV](https://www.learnopencv.com/eigenface-using-opencv-c-python/) [Blog Post]
+- [Faster(5-point) Facial Landmark Detection Tutorial](https://www.pyimagesearch.com/2018/04/02/faster-facial-landmark-detector-with-dlib/) [Blog Post]
+- [Hand Keypoint Detection](https://www.learnopencv.com/hand-keypoint-detection-using-deep-learning-and-opencv/) [Blog Post]
 - Dlib Correlation Object Tracking -
-  - [Single Object Tracker](https://www.pyimagesearch.com/2018/10/22/object-tracking-with-dlib/)
-  - [Mutiple Object Tracker](https://www.pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/)
-- [Image Stitching with OpenCV and Python](https://www.pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/)
-- [Instance Segmentation with OpenCV](https://www.pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/)
-- [Face mask detector](https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/)
+  - [Single Object Tracker](https://www.pyimagesearch.com/2018/10/22/object-tracking-with-dlib/) [Blog Post]
+  - [Mutiple Object Tracker](https://www.pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/) [Blog Post]
+- [Image Stitching with OpenCV and Python](https://www.pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/) [Blog Post]
+- [Instance Segmentation with OpenCV](https://www.pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/) [Blog Post]
+- [Face mask detector](https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/) [Blog Post]
 
 ### Deep Learning:
 
-- [Using Convolutional Neural Nets to Detect Facial Keypoints](http://danielnouri.org/notes/2014/12/17/using-convolutional-neural-nets-to-detect-facial-keypoints-tutorial/)
-- [Generate an Average Face using Python and OpenCV](https://www.learnopencv.com/average-face-opencv-c-python-tutorial/)
-- [Break A Captcha System using CNNs](https://medium.com/@ageitgey/how-to-break-a-captcha-system-in-15-minutes-with-machine-learning-dbebb035a710)
-- [Use pre-trained Inception model to provide image predictions](https://medium.com/google-cloud/keras-inception-v3-on-google-compute-engine-a54918b0058)
-- [Create your first CNN](https://hackernoon.com/deep-learning-cnns-in-tensorflow-with-gpus-cba6efe0acc2)
-- [Build A Facial Recognition Pipeline](https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8)
-- [Build An Image Caption Generator](https://medium.freecodecamp.org/building-an-image-caption-generator-with-deep-learning-in-tensorflow-a142722e9b1f)
-- [Make your Own Face Recognition System](https://medium.freecodecamp.org/making-your-own-face-recognition-system-29a8e728107c)
-- [Train a Language Detection AI in 20 minutes](https://towardsdatascience.com/how-i-trained-a-language-detection-ai-in-20-minutes-with-a-97-accuracy-fdeca0fb7724)
-- [Object Detection With Neural Networks](https://towardsdatascience.com/object-detection-with-neural-networks-a4e2c46b4491)
+- [Using Convolutional Neural Nets to Detect Facial Keypoints](http://danielnouri.org/notes/2014/12/17/using-convolutional-neural-nets-to-detect-facial-keypoints-tutorial/) [Blog Post]
+- [Generate an Average Face using Python and OpenCV](https://www.learnopencv.com/average-face-opencv-c-python-tutorial/) [Blog Post]
+- [Break A Captcha System using CNNs](https://medium.com/@ageitgey/how-to-break-a-captcha-system-in-15-minutes-with-machine-learning-dbebb035a710) [Blog Post]
+- [Use pre-trained Inception model to provide image predictions](https://medium.com/google-cloud/keras-inception-v3-on-google-compute-engine-a54918b0058) [Blog Post]
+- [Create your first CNN](https://hackernoon.com/deep-learning-cnns-in-tensorflow-with-gpus-cba6efe0acc2) [Blog Post]
+- [Build A Facial Recognition Pipeline](https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8) [Blog Post]
+- [Build An Image Caption Generator](https://medium.freecodecamp.org/building-an-image-caption-generator-with-deep-learning-in-tensorflow-a142722e9b1f) [Web Page]
+- [Make your Own Face Recognition System](https://medium.freecodecamp.org/making-your-own-face-recognition-system-29a8e728107c) [Web Page]
+- [Train a Language Detection AI in 20 minutes](https://towardsdatascience.com/how-i-trained-a-language-detection-ai-in-20-minutes-with-a-97-accuracy-fdeca0fb7724) [Blog Post]
+- [Object Detection With Neural Networks](https://towardsdatascience.com/object-detection-with-neural-networks-a4e2c46b4491) [Blog Post]
 - Learn Twitter Sentiment Analysis -
-  - [Part I - Data Cleaning](https://towardsdatascience.com/another-twitter-sentiment-analysis-bb5b01ebad90)
-  - [Part II - EDA, Data Visualisation](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-2-333514854913)
-  - [Part III - Zipf's Law, Data Visualisation](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-3-zipfs-law-data-visualisation-fc9eadda71e7)
-  - [Part IV - Feature Extraction(count vectoriser)](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-4-count-vectorizer-b3f4944e51b5)
-  - [Part V - Feature Extraction(Tfidf vectoriser)](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-5-50b4e87d9bdd)
-  - [Part VI - Doc2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-6-doc2vec-603f11832504)
-  - [Part VII - Phrase Modeling + Doc2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-7-phrase-modeling-doc2vec-592a8a996867)
-  - [Part VIII - Dimensionality Reduction](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-8-dimensionality-reduction-chi2-pca-c6d06fb3fcf3)
-  - [Part IX - Neural Nets with Tfdif vectors](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-9-neural-networks-with-tfidf-vectors-using-d0b4af6be6d7)
-  - [Part X - Neural Nets with word2vec/doc2vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-10-neural-network-with-a6441269aa3c)
-  - [Part XI - CNN with Word2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-11-cnn-word2vec-41f5e28eda74)
-- [Use Transfer Learning for custom image classification](https://becominghuman.ai/transfer-learning-retraining-inception-v3-for-custom-image-classification-2820f653c557)
-- [Learn to Code a simple Neural Network in 11 lines of Python](https://iamtrask.github.io/2015/07/12/basic-python-network/)
-- [Build a Neural Network using Gradient Descent Approach](https://iamtrask.github.io/2015/07/27/python-network-part2/)
-- [Train a Keras Model To Generate Colors](https://heartbeat.fritz.ai/how-to-train-a-keras-model-to-generate-colors-3bc79e54971b)
-- [Get Started with Keras on a Custom Dataset](https://www.pyimagesearch.com/2018/09/10/keras-tutorial-how-to-get-started-with-keras-deep-learning-and-python/)
-- [Use EigenFaces and FisherFaces on Faces94 dataset](https://nicholastsmith.wordpress.com/2016/02/18/eigenfaces-versus-fisherfaces-on-the-faces94-database-with-scikit-learn/)
-- [Kaggle MNIST Digit Recognizer Tutorial](https://medium.com/@lvarruda/how-to-get-top-2-position-on-kaggles-mnist-digit-recognizer-48185d80a2d4)
-- [Fashion MNIST tutorial with tf.keras](https://medium.com/tensorflow/hello-deep-learning-fashion-mnist-with-keras-50fcff8cd74a)
-- [CNN using Keras to automatically classify root health](https://www.pyimagesearch.com/2018/10/15/deep-learning-hydroponics-and-medical-marijuana/)
-- [Keras vs Tensorflow](https://www.pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/)
-- [Deep Learning and Medical Image Analysis for Malaria Detection](https://www.pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/)
-- [Transfer Learning for Image Classification using Keras](https://towardsdatascience.com/transfer-learning-for-image-classification-using-keras-c47ccf09c8c8)
-- [Code a Smile Classifier using CNNS in Python](https://github.com/kylemcdonald/SmileCNN)
-- [Natural Language Processing using scikit-learn](https://towardsdatascience.com/natural-language-processing-count-vectorization-with-scikit-learn-e7804269bb5e)
-- [Code a Taylor Swift Lyrics Generator](https://towardsdatascience.com/ai-generates-taylor-swifts-song-lyrics-6fd92a03ef7e)
-- [Mask detection using PyTorch Lightning](https://towardsdatascience.com/how-i-built-a-face-mask-detector-for-covid-19-using-pytorch-lightning-67eb3752fd61)
+  - [Part I - Data Cleaning](https://towardsdatascience.com/another-twitter-sentiment-analysis-bb5b01ebad90) [Blog Post]
+  - [Part II - EDA, Data Visualisation](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-2-333514854913) [Blog Post]
+  - [Part III - Zipf's Law, Data Visualisation](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-3-zipfs-law-data-visualisation-fc9eadda71e7) [Blog Post]
+  - [Part IV - Feature Extraction(count vectoriser)](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-4-count-vectorizer-b3f4944e51b5) [Blog Post]
+  - [Part V - Feature Extraction(Tfidf vectoriser)](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-5-50b4e87d9bdd) [Blog Post]
+  - [Part VI - Doc2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-6-doc2vec-603f11832504) [Blog Post]
+  - [Part VII - Phrase Modeling + Doc2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-7-phrase-modeling-doc2vec-592a8a996867) [Blog Post]
+  - [Part VIII - Dimensionality Reduction](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-8-dimensionality-reduction-chi2-pca-c6d06fb3fcf3) [Blog Post]
+  - [Part IX - Neural Nets with Tfdif vectors](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-9-neural-networks-with-tfidf-vectors-using-d0b4af6be6d7) [Blog Post]
+  - [Part X - Neural Nets with word2vec/doc2vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-10-neural-network-with-a6441269aa3c) [Blog Post]
+  - [Part XI - CNN with Word2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-11-cnn-word2vec-41f5e28eda74) [Blog Post]
+- [Use Transfer Learning for custom image classification](https://becominghuman.ai/transfer-learning-retraining-inception-v3-for-custom-image-classification-2820f653c557) [Blog Post]
+- [Learn to Code a simple Neural Network in 11 lines of Python](https://iamtrask.github.io/2015/07/12/basic-python-network/) [GitHub Pages]
+- [Build a Neural Network using Gradient Descent Approach](https://iamtrask.github.io/2015/07/27/python-network-part2/) [GitHub Pages]
+- [Get Started with Keras on a Custom Dataset](https://www.pyimagesearch.com/2018/09/10/keras-tutorial-how-to-get-started-with-keras-deep-learning-and-python/) [Blog Post]
+- [Use EigenFaces and FisherFaces on Faces94 dataset](https://nicholastsmith.wordpress.com/2016/02/18/eigenfaces-versus-fisherfaces-on-the-faces94-database-with-scikit-learn/) [Blog Post]
+- [Kaggle MNIST Digit Recognizer Tutorial](https://medium.com/@lvarruda/how-to-get-top-2-position-on-kaggles-mnist-digit-recognizer-48185d80a2d4) [Blog Post]
+- [Fashion MNIST tutorial with tf.keras](https://medium.com/tensorflow/hello-deep-learning-fashion-mnist-with-keras-50fcff8cd74a) [Blog Post]
+- [CNN using Keras to automatically classify root health](https://www.pyimagesearch.com/2018/10/15/deep-learning-hydroponics-and-medical-marijuana/) [Blog Post]
+- [Keras vs Tensorflow](https://www.pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/) [Blog Post]
+- [Deep Learning and Medical Image Analysis for Malaria Detection](https://www.pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/) [Blog Post]
+- [Transfer Learning for Image Classification using Keras](https://towardsdatascience.com/transfer-learning-for-image-classification-using-keras-c47ccf09c8c8) [Blog Post]
+- [Code a Smile Classifier using CNNS in Python](https://github.com/kylemcdonald/SmileCNN) [GitHub Repo]
+- [Natural Language Processing using scikit-learn](https://towardsdatascience.com/natural-language-processing-count-vectorization-with-scikit-learn-e7804269bb5e) [Blog Post]
+- [Code a Taylor Swift Lyrics Generator](https://medium.com/analytics-vidhya/artificial-intelligence-songwriter-what-if-taylor-swifts-songs-were-written-by-a-machine-b6e2218e9967) [Blog Post]
+- [Mask detection using PyTorch Lightning](https://towardsdatascience.com/how-i-built-a-face-mask-detector-for-covid-19-using-pytorch-lightning-67eb3752fd61) [Blog Post]
 
 ### Miscellaneous:
 
-- [Build a Simple Interpreter](https://ruslanspivak.com/lsbasi-part1/)
-- [Build a Simple Blockchain in Python](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46)
-- [Write a NoSQL Database in Python](https://jeffknupp.com/blog/2014/09/01/what-is-a-nosql-database-learn-by-writing-one-in-python/)
-- [Building a Gas Pump Scanner with OpenCV/Python/iOS](https://hackernoon.com/building-a-gas-pump-scanner-with-opencv-python-ios-116fe6c9ae8b)
-- [Build a Distributed Streaming System with Python and Kafka](https://codequs.com/p/S14jQ5UyG/build-a-distributed-streaming-system-with-apache-kafka-and-python)
-- [Writing a basic x86-64 JIT compiler from scratch in stock Python](https://csl.name/post/python-jit/)
+- [Build a Simple Interpreter](https://ruslanspivak.com/lsbasi-part1/) [Blog Post]
+- [Build a Simple Blockchain in Python](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46) [Blog Post]
+- [Write a NoSQL Database in Python](https://jeffknupp.com/blog/2014/09/01/what-is-a-nosql-database-learn-by-writing-one-in-python/) [Blog Post]
+- [Building a Gas Pump Scanner with OpenCV/Python/iOS](https://hackernoon.com/building-a-gas-pump-scanner-with-opencv-python-ios-116fe6c9ae8b) [Blog Post]
+- [Build a Distributed Streaming System with Python and Kafka](https://medium.com/@kevin.michael.horan/distributed-video-streaming-with-python-and-kafka-551de69fe1dd) [Blog Post]
 - Making a low level (Linux) debugger
-  - [Part 1](https://blog.asrpo.com/making_a_low_level_debugger)
-  - [Part 2: C](https://blog.asrpo.com/making_a_low_level_debugger_part_2)
-- Implementing a Search Engine
-  - [Part 1](http://www.ardendertat.com/2011/05/30/how-to-implement-a-search-engine-part-1-create-index/)
-  - [Part 2](http://www.ardendertat.com/2011/05/31/how-to-implement-a-search-engine-part-2-query-index/)
-  - [Part 3](http://www.ardendertat.com/2011/07/17/how-to-implement-a-search-engine-part-3-ranking-tf-idf/)
-- [Build the Game of Life](https://robertheaton.com/2018/07/20/project-2-game-of-life/)
-- [Create terminal ASCII art](https://robertheaton.com/2018/06/12/programming-projects-for-advanced-beginners-ascii-art/)
-- [Write a Tic-Tac-Toe AI](https://robertheaton.com/2018/10/09/programming-projects-for-advanced-beginners-3-a/)
-- [Create photomosaic art](https://robertheaton.com/2018/11/03/programming-project-4-photomosaics/)
-- [Build the game "Snake" in the terminal](https://robertheaton.com/2018/12/02/programming-project-5-snake/)
-- [Write yourself a Git](https://wyag.thb.lt/)
-- [A Python implementation of a Python bytecode runner](https://www.aosabook.org/en/500L/a-python-interpreter-written-in-python.html)
-- [Create a Voice assistant using Python](https://www.geeksforgeeks.org/voice-assistant-using-python/)
+  - [Part 1](https://blog.asrpo.com/making_a_low_level_debugger) [Blog Post]
+  - [Part 2: C](https://blog.asrpo.com/making_a_low_level_debugger_part_2) [Blog Post]
+- [Build the Game of Life](https://robertheaton.com/2018/07/20/project-2-game-of-life/) [Blog Post]
+- [Create terminal ASCII art](https://robertheaton.com/2018/06/12/programming-projects-for-advanced-beginners-ascii-art/) [Blog Post]
+- [Write a Tic-Tac-Toe AI](https://robertheaton.com/2018/10/09/programming-projects-for-advanced-beginners-3-a/) [Blog Post]
+- [Create photomosaic art](https://robertheaton.com/2018/11/03/programming-project-4-photomosaics/) [Blog Post]
+- [Build the game "Snake" in the terminal](https://robertheaton.com/2018/12/02/programming-project-5-snake/) [Blog Post]
+- [Write yourself a Git](https://wyag.thb.lt/) [Web Page]
+- [A Python implementation of a Python bytecode runner](https://www.aosabook.org/en/500L/a-python-interpreter-written-in-python.html) [Web Page]
+- [Create a Voice assistant using Python](https://www.geeksforgeeks.org/voice-assistant-using-python/) [Blog Post]
 
 ## Go:
 
-- [Create a Real Time Chat App with Golang, Angular 2, and WebSocket](https://www.thepolyglotdeveloper.com/2016/12/create-real-time-chat-app-golang-angular-2-websockets/)
-- [Building Go Web Applications and Microservices Using Gin](https://semaphoreci.com/community/tutorials/building-go-web-applications-and-microservices-using-gin)
-- [How to Use Godog for Behavior-driven Development in Go](https://semaphoreci.com/community/tutorials/how-to-use-godog-for-behavior-driven-development-in-go)
+- [Create a Real Time Chat App with Golang, Angular 2, and WebSocket](https://www.thepolyglotdeveloper.com/2016/12/create-real-time-chat-app-golang-angular-2-websockets/) [Blog Post]
+- [Building Go Web Applications and Microservices Using Gin](https://semaphoreci.com/community/tutorials/building-go-web-applications-and-microservices-using-gin) [Blog Post]
+- [How to Use Godog for Behavior-driven Development in Go](https://semaphoreci.com/community/tutorials/how-to-use-godog-for-behavior-driven-development-in-go) [Blog Post]
 - Building Blockchain in Go
-  - [Part 1: Basic Prototype](https://jeiwan.net/posts/building-blockchain-in-go-part-1/)
-  - [Part 2: Proof of Work](https://jeiwan.net/posts/building-blockchain-in-go-part-2/)
-  - [Part 3: Persistence and CLI](https://jeiwan.net/posts/building-blockchain-in-go-part-3/)
-  - [Part 4: Transactions 1](https://jeiwan.net/posts/building-blockchain-in-go-part-4/)
-  - [Part 5: Address](https://jeiwan.net/posts/building-blockchain-in-go-part-5/)
-  - [Part 6: Transactions 2](https://jeiwan.net/posts/building-blockchain-in-go-part-6/)
-  - [Part 7: Network](https://jeiwan.net/posts/building-blockchain-in-go-part-7/)
-- [Building a container from scratch in Go - Liz Rice (Microscaling Systems)(video)](https://www.youtube.com/watch?v=8fi7uSYlOdc)
-- [Build Web Application with GoLang](https://astaxie.gitbooks.io/build-web-application-with-golang/content/en/)
+  - [Part 1: Basic Prototype](https://jeiwan.net/posts/building-blockchain-in-go-part-1/) [Blog Post]
+  - [Part 2: Proof of Work](https://jeiwan.net/posts/building-blockchain-in-go-part-2/) [Blog Post]
+  - [Part 3: Persistence and CLI](https://jeiwan.net/posts/building-blockchain-in-go-part-3/) [Blog Post]
+  - [Part 4: Transactions 1](https://jeiwan.net/posts/building-blockchain-in-go-part-4/) [Blog Post]
+  - [Part 5: Address](https://jeiwan.net/posts/building-blockchain-in-go-part-5/) [Blog Post]
+  - [Part 6: Transactions 2](https://jeiwan.net/posts/building-blockchain-in-go-part-6/) [Blog Post]
+  - [Part 7: Network](https://jeiwan.net/posts/building-blockchain-in-go-part-7/) [Blog Post]
+- [Building a container from scratch in Go - Liz Rice (Microscaling Systems)](https://www.youtube.com/watch?v=8fi7uSYlOdc) [Youtube Video]
+- [Build Web Application with GoLang](https://astaxie.gitbooks.io/build-web-application-with-golang/content/en/) [Web Page]
 - Building a Chat Application in Go with ReactJS
-  - [Part 1: Initial Setup](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-1-initial-setup/)
-  - [Part 2: Simple Communication](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-2-simple-communication/)
-  - [Part 3: Designing our Frontend](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-3-designing-our-frontend/)
-  - [Part 4: Handling Multiple Clients](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-4-handling-multiple-clients/)
-  - [Part 5: Improving the Frontend](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-5-improved-frontend/)
-  - [Part 6: Dockerizing your Backend](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-6-dockerizing-your-backend/)
-- [Go WebAssembly Tutorial - Building a Calculator Tutorial](https://tutorialedge.net/golang/go-webassembly-tutorial/)
+  - [Part 1: Initial Setup](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-1-initial-setup/) [Blog Post]
+  - [Part 2: Simple Communication](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-2-simple-communication/) [Blog Post]
+  - [Part 3: Designing our Frontend](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-3-designing-our-frontend/) [Blog Post]
+  - [Part 4: Handling Multiple Clients](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-4-handling-multiple-clients/) [Blog Post]
+  - [Part 5: Improving the Frontend](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-5-improved-frontend/) [Blog Post]
+  - [Part 6: Dockerizing your Backend](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-6-dockerizing-your-backend/) [Blog Post]
+- [Go WebAssembly Tutorial - Building a Calculator Tutorial](https://tutorialedge.net/golang/go-webassembly-tutorial/) [Blog Post]
 - REST Servers in Go
-  - [Part 1 - standard library](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-1-standard-library/)
-  - [Part 2 - using a router package](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-2-using-a-router-package/)
-  - [Part 3 - using a web framework](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-3-using-a-web-framework/)
-  - [Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger/)
-  - [Part 5 - middleware](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-5-middleware/)
-  - [Part 6 - authentication](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-6-authentication/)
-  - [Part 7 - GraphQL](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-7-graphql/)
+  - [Part 1 - standard library](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-1-standard-library/) [Blog Post]
+  - [Part 2 - using a router package](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-2-using-a-router-package/) [Blog Post]
+  - [Part 3 - using a web framework](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-3-using-a-web-framework/) [Blog Post]
+  - [Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger/) [Blog Post]
+  - [Part 5 - middleware](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-5-middleware/) [Blog Post]
+  - [Part 6 - authentication](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-6-authentication/) [Blog Post]
+  - [Part 7 - GraphQL](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-7-graphql/) [Blog Post]
 - Let's build a URL shortener in Go - with Gin & Redis
-  - [Part 1 - Project setup](https://www.eddywm.com/lets-build-a-url-shortener-in-go/)
-  - [Part 2 - Storage Layer](https://www.eddywm.com/lets-build-a-url-shortener-in-go-with-redis-part-2-storage-layer/)
-  - [Part 3 - Short Link Generator](https://www.eddywm.com/lets-build-a-url-shortener-in-go-part-3-short-link-generation/)
-  - [Part 4 - Forwarding](https://www.eddywm.com/lets-build-a-url-shortener-in-go-part-iv-forwarding/)
-- [Building a TCP Chat in Go(video)](https://www.youtube.com/watch?v=Sphme0BqJiY)
-- [Building a BitTorrent client from the ground up in Go](https://blog.jse.li/posts/torrent/)
-- [REST API masterclass with Go, PostgreSQL and Docker(video playlist)`in progress`](https://www.youtube.com/watch?v=rx6CPDK_5mU&list=PLy_6D98if3ULEtXtNSY_2qN21VCKgoQAE)
+  - [Part 1 - Project setup](https://www.eddywm.com/lets-build-a-url-shortener-in-go/) [Blog Post]
+  - [Part 2 - Storage Layer](https://www.eddywm.com/lets-build-a-url-shortener-in-go-with-redis-part-2-storage-layer/) [Blog Post]
+  - [Part 3 - Short Link Generator](https://www.eddywm.com/lets-build-a-url-shortener-in-go-part-3-short-link-generation/) [Blog Post]
+  - [Part 4 - Forwarding](https://www.eddywm.com/lets-build-a-url-shortener-in-go-part-iv-forwarding/) [Blog Post]
+- [Building a TCP Chat in Go](https://www.youtube.com/watch?v=Sphme0BqJiY) [Youtube Video]
+- [Building a BitTorrent client from the ground up in Go](https://blog.jse.li/posts/torrent/) [Blog Post]
+- [REST API masterclass with Go, PostgreSQL and Docker`in progress`](https://www.youtube.com/watch?v=rx6CPDK_5mU&list=PLy_6D98if3ULEtXtNSY_2qN21VCKgoQAE) [Video Series]
 
 ## PHP:
 
-- [How To Build A Blog With Laravel](https://www.youtube.com/playlist?list=PLwAKR305CRO-Q90J---jXVzbOd4CDRbVx) (video)
-- [Make Your Own Blog (in Pure PHP)](http://ilovephp.jondh.me.uk/en/tutorial/make-your-own-blog)
-- [Build A Real Estate Website Example with SilverStripe](https://www.silverstripe.org/learn/lessons/)
-- [Building Realtime Chat App with Laravel 5.4 and VueJS](https://www.youtube.com/playlist?list=PLXsbBbd36_uVjOFH_P25__XAyGsohXWlv) (video)
-- [Build A Social Network: Laravel 5 - Youtube](https://www.youtube.com/playlist?list=PLfdtiltiRHWGGxaR6uFtwZnnbcXqyq8JD) (video)
+- [How To Build A Blog With Laravel](https://www.youtube.com/playlist?list=PLwAKR305CRO-Q90J---jXVzbOd4CDRbVx) [Video Series]
+- [Make Your Own Blog (in Pure PHP)](http://ilovephp.jondh.me.uk/en/tutorial/make-your-own-blog) [Blog Post]
+- [Build A Real Estate Website Example with SilverStripe](https://www.silverstripe.org/learn/lessons/) [Web Page]
+- [Building Realtime Chat App with Laravel 5.4 and VueJS](https://www.youtube.com/playlist?list=PLXsbBbd36_uVjOFH_P25__XAyGsohXWlv) [Video Series]
+- [Build A Social Network: Laravel 5 - Youtube](https://www.youtube.com/playlist?list=PLfdtiltiRHWGGxaR6uFtwZnnbcXqyq8JD) [Video Series]
 - Build a full-featured multi-tenant app with Laravel
-  - [Part 0: Introduction](https://medium.com/@ashokgelal/writing-a-full-featured-multi-tenant-laravel-app-from-scratch-a0e1a7350d9d)
-  - [Part 1: Setup](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-1-4049a3cc229d)
-  - [Part 2: Roles and Permissinos](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-roles-and-permissions-d9a5bfe5d525)
-  - [Part 3: Invitation](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-3-invitation-c982dca55eb9)
-  - [Part 4: Authentication](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-4-tenancy-aware-authentication-e0ee37270bc8)
-  - [Part 5: Testing](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-unit-tests-96d6dfbf0617)
-  - [Part 6: User Profile](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-5-user-profile-5c3d0c655f3a)
-  - [Part 7: Deployment](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-7-deployment-40bb3c895627)
-- [Build a Laravel CRUD Application From Scratch](https://www.codewall.co.uk/laravel-crud-demo-with-resource-controller-tutorial/)
+  - [Part 0: Introduction](https://medium.com/@ashokgelal/writing-a-full-featured-multi-tenant-laravel-app-from-scratch-a0e1a7350d9d) [Blog Post]
+  - [Part 1: Setup](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-1-4049a3cc229d) [Blog Post]
+  - [Part 2: Roles and Permissinos](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-roles-and-permissions-d9a5bfe5d525) [Blog Post]
+  - [Part 3: Invitation](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-3-invitation-c982dca55eb9) [Blog Post]
+  - [Part 4: Authentication](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-4-tenancy-aware-authentication-e0ee37270bc8) [Blog Post]
+  - [Part 5: Testing](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-unit-tests-96d6dfbf0617) [Blog Post]
+  - [Part 6: User Profile](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-5-user-profile-5c3d0c655f3a) [Blog Post]
+  - [Part 7: Deployment](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-7-deployment-40bb3c895627) [Blog Post]
 
 ## OCaml:
 
-- [Implement a Language with LLVM in OCaml](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm-in-objective-caml)
-- [Writing a Game Boy Emulator in OCaml](https://linoscope.github.io/writing-a-game-boy-emulator-in-ocaml/)
+- [Implement a Language with LLVM in OCaml](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm-in-objective-caml) [Web Page]
+- [Writing a Game Boy Emulator in OCaml](https://linoscope.github.io/writing-a-game-boy-emulator-in-ocaml/) [Blog Post]
 
 ## Ruby:
 
-- [Build a Network Stack with Ruby](https://medium.com/geckoboard-under-the-hood/how-to-build-a-network-stack-in-ruby-f73aeb1b661b)
+- [Build a Network Stack with Ruby](https://medium.com/geckoboard-under-the-hood/how-to-build-a-network-stack-in-ruby-f73aeb1b661b) [Blog Post]
 - Build your own Redis
-  - [Part 0: Introduction](https://rohitpaulk.com/articles/redis-0)
-  - [Part 1: Barebones TCP Server](https://rohitpaulk.com/articles/redis-1)
-  - [Part 2: PING <-> PONG](https://rohitpaulk.com/articles/redis-2)
-  - [Part 3: Concurrent Clients](https://rohitpaulk.com/articles/redis-3)
-  - [Part 4: ECHO](https://rohitpaulk.com/articles/redis-4)
-- [Rebuilding Git in Ruby](https://thoughtbot.com/blog/rebuilding-git-in-ruby)
+  - [Part 0: Introduction](https://rohitpaulk.com/articles/redis-0) [Blog Post]
+  - [Part 1: Barebones TCP Server](https://rohitpaulk.com/articles/redis-1) [Blog Post]
+  - [Part 2: PING <-> PONG](https://rohitpaulk.com/articles/redis-2) [Blog Post]
+  - [Part 3: Concurrent Clients](https://rohitpaulk.com/articles/redis-3) [Blog Post]
+  - [Part 4: ECHO](https://rohitpaulk.com/articles/redis-4) [Blog Post]
+- [Rebuilding Git in Ruby](https://thoughtbot.com/blog/rebuilding-git-in-ruby) [Blog Post]
 
 ### Ruby on Rails:
 
-- [The Ruby on Rails Tutorial](https://www.railstutorial.org/book)
-- [Build Instagram From Scratch with Ruby on Rails](https://www.dropbox.com/s/9vq430e9s3q7pu8/Let%27s%20Build%20Instagram%20with%20Ruby%20on%20Rails%20-%20Free%20Edition.pdf?dl=0)
-- [Build a Social Network using Rails](https://medium.com/rails-ember-beyond/how-to-build-a-social-network-using-rails-eb31da569233)
-- [How To Build a Ruby on Rails Application](https://www.digitalocean.com/community/tutorials/how-to-build-a-ruby-on-rails-application)
+- [The Ruby on Rails Tutorial](https://www.railstutorial.org/book) [Book - available in many formats]
+- [Build Instagram From Scratch with Ruby on Rails](https://www.dropbox.com/s/9vq430e9s3q7pu8/Let%27s%20Build%20Instagram%20with%20Ruby%20on%20Rails%20-%20Free%20Edition.pdf?dl=0) [PDF]
+- [Build a Social Network using Rails](https://medium.com/rails-ember-beyond/how-to-build-a-social-network-using-rails-eb31da569233) [Blog Post]
+- [How To Build a Ruby on Rails Application](https://www.digitalocean.com/community/tutorials/how-to-build-a-ruby-on-rails-application) [Blog Post]
 
 ## Haskell:
 
-- [Write You a Haskell - Build a modern functional compiler](http://dev.stephendiehl.com/fun/)
-- [Write Yourself a Scheme in 48 hours](https://en.wikibooks.org/wiki/Write_Yourself_a_Scheme_in_48_Hours)
-- [Write You A Scheme, Version 2](https://github.com/write-you-a-scheme-v2/scheme)
-- [Roll Your Own IRC Bot](https://wiki.haskell.org/Roll_your_own_IRC_bot)
-- [Making Movie Monad](https://lettier.github.io/posts/2016-08-15-making-movie-monad.html)
-- [Making a Website with Haskell **(outdated)**](http://adit.io/posts/2013-04-15-making-a-website-with-haskell.html)
+- [Write You a Haskell - Build a modern functional compiler](https://smunix.github.io/dev.stephendiehl.com/fun/index.html) [GitHub Pages]
+- [Write Yourself a Scheme in 48 hours](https://en.wikibooks.org/wiki/Write_Yourself_a_Scheme_in_48_Hours) [Wiki Page]
+- [Write You A Scheme, Version 2](https://github.com/write-you-a-scheme-v2/scheme) [GitHub Repo]
+- [Roll Your Own IRC Bot](https://wiki.haskell.org/Roll_your_own_IRC_bot) [Wiki Page]
+- [Making Movie Monad](https://lettier.github.io/posts/2016-08-15-making-movie-monad.html) [GitHub Pages]
+- [Making a Website with Haskell **(outdated)**](http://adit.io/posts/2013-04-15-making-a-website-with-haskell.html) [Blog Post]
 
 ## R:
 
-- [Build Web Apps with Shiny](http://shiny.rstudio.com/tutorial/)
-- [Build A Cryptocurrency Bot](https://towardsdatascience.com/build-a-cryptocurrency-trading-bot-with-r-1445c429e1b1)
-- [Learn Associate Rule Mining in R](https://towardsdatascience.com/association-rule-mining-in-r-ddf2d044ae50)
+- [Build Web Apps with Shiny](http://shiny.rstudio.com/tutorial/) [Web Page]
+- [Build A Cryptocurrency Bot](https://towardsdatascience.com/build-a-cryptocurrency-trading-bot-with-r-1445c429e1b1) [Blog Post]
+- [Learn Associate Rule Mining in R](https://towardsdatascience.com/association-rule-mining-in-r-ddf2d044ae50) [Blog Post]
 
 ## Rust:
 
 - A Simple Web App in Rust
-  - [Part 1](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-1/)
-  - [Part 2a](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-2a/)
-  - [Part 2b](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-2b/)
-- [Write an OS in pure Rust](https://os.phil-opp.com/)
-- [Build a browser engine in Rust](https://limpet.net/mbrubeck/2014/08/08/toy-layout-engine-1.html)
-- [Write a Microservice in Rust](http://www.goldsborough.me/rust/web/tutorial/2018/01/20/17-01-11-writing_a_microservice_in_rust/)
-- [Learning Rust with Too Many Linked Lists](http://cglab.ca/~abeinges/blah/too-many-lists/book/README.html)
+  - [Part 1](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-1/) [GitHub Pages]
+  - [Part 2a](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-2a/) [GitHub Pages]
+  - [Part 2b](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-2b/) [GitHub Pages]
+- [Write an OS in pure Rust](https://os.phil-opp.com/) [Blog Post]
+- [Build a browser engine in Rust](https://limpet.net/mbrubeck/2014/08/08/toy-layout-engine-1.html) [Blog Post]
+- [Write a Microservice in Rust](http://www.goldsborough.me/rust/web/tutorial/2018/01/20/17-01-11-writing_a_microservice_in_rust/) [Blog Post]
+- [Learning Rust with Too Many Linked Lists](http://cglab.ca/~abeinges/blah/too-many-lists/book/README.html) [Web Page]
 - Rust in Detail: Writing Scalable Chat Service from Scratch
-  - [Part 1: Implementing WebSocket. Introduction.](https://nbaksalyar.github.io/2015/07/10/writing-chat-in-rust.html)
-  - [Part 2: Sending and Receiving Messages](https://nbaksalyar.github.io/2015/11/09/rust-in-detail-2.html)
-- [Writing a Rust Roguelike for the Desktop and the Web](https://aimlesslygoingforward.com/blog/2019/02/09/writing-a-rust-roguelike-for-the-desktop-and-the-web/)
-- [Single Page Applications using Rust](http://www.sheshbabu.com/posts/rust-wasm-yew-single-page-application/)
-- [Writing NES Emulator in Rust](https://bugzmanov.github.io/nes_ebook/)
+  - [Part 1: Implementing WebSocket. Introduction.](https://nbaksalyar.github.io/2015/07/10/writing-chat-in-rust.html) [GitHub Pages]
+  - [Part 2: Sending and Receiving Messages](https://nbaksalyar.github.io/2015/11/09/rust-in-detail-2.html) [GitHub Pages]
+- [Writing a Rust Roguelike for the Desktop and the Web](https://aimlesslygoingforward.com/blog/2019/02/09/writing-a-rust-roguelike-for-the-desktop-and-the-web/) [Blog Post]
+- [Single Page Applications using Rust](http://www.sheshbabu.com/posts/rust-wasm-yew-single-page-application/) [Blog Post]
+- [Writing NES Emulator in Rust](https://bugzmanov.github.io/nes_ebook/) [GitHub Pages]
 - Create a simulation of evolution using neural network and genetic algorithm, and compile the application to WebAssembly
-  - [Part 1](https://pwy.io/en/posts/learning-to-fly-pt1/)
-  - [Part 2](https://pwy.io/en/posts/learning-to-fly-pt2/)
-  - [Part 3](https://pwy.io/en/posts/learning-to-fly-pt3/)
-  - [Part 4](https://pwy.io/en/posts/learning-to-fly-pt4/)
+  - [Part 1](https://pwy.io/en/posts/learning-to-fly-pt1/) [Blog Post]
+  - [Part 2](https://pwy.io/en/posts/learning-to-fly-pt2/) [Blog Post]
+  - [Part 3](https://pwy.io/en/posts/learning-to-fly-pt3/) [Blog Post]
+  - [Part 4](https://pwy.io/en/posts/learning-to-fly-pt4/) [Blog Post]
 
 ## Scala:
 
-- [Simple actor-based blockchain](https://www.freecodecamp.org/news/how-to-build-a-simple-actor-based-blockchain-aac1e996c177/)
-- [No Magic: Regular Expressions](https://rcoh.svbtle.com/no-magic-regular-expressions)
+- [Simple actor-based blockchain](https://www.freecodecamp.org/news/how-to-build-a-simple-actor-based-blockchain-aac1e996c177/) [Web Page]
+- [No Magic: Regular Expressions](https://rcoh.svbtle.com/no-magic-regular-expressions) [Blog Post]
 
 ## Swift:
 
-- [Hacking with Swift - Learn Swift by doing 39 projects](https://www.hackingwithswift.com/read)
-- [Retro first-person shooter from scratch](https://github.com/nicklockwood/RetroRampage)
+- [Hacking with Swift - Learn Swift by doing 39 projects](https://www.hackingwithswift.com/read) [Web Page]
+- [Retro first-person shooter from scratch](https://github.com/nicklockwood/RetroRampage) [GitHub Repo]
 
 ## Additional Resources
 
-- [React Redux Links](https://github.com/markerikson/react-redux-links)
-- [Udemy.com](https://www.udemy.com/)
-- [Full Stack Python](https://www.fullstackpython.com/)
-- [Node School](https://nodeschool.io/)
-- [ScotchIO](https://scotch.io/)
-- [Exercism](http://www.exercism.io/)
-- [Egghead.io](http://www.egghead.io/)
-- [Michael Herman's Blog](http://mherman.org/)
-- [Thinkster.io](http://thinkster.io)
-- [Enlight](https://enlight.nyc/)
-- [Hack Club Workshops](https://hackclub.com/workshops/)
-- [CodeCrafters](https://codecrafters.io/)
+- [React Redux Links](https://github.com/markerikson/react-redux-links) [GitHub Repo]
+- [Udemy.com](https://www.udemy.com/) [Paid Courses]
+- [Full Stack Python](https://www.fullstackpython.com/) [Web Page]
+- [Node School](https://nodeschool.io/) [Web Page]
+- [Digital Ocean](https://www.digitalocean.com/community) [Web Page]
+- [Exercism](http://www.exercism.io/) [Web Page]
+- [Egghead.io](http://www.egghead.io/) [Web Page]
+- [Michael Herman's Blog](http://mherman.org/) [Blog]
+- [Thinkster.io](http://thinkster.io) [Web Page]
+- [Enlight](https://enlight.nyc/) [Web Page]
+- [Hack Club Workshops](https://hackclub.com/workshops/) [Web Page]
+- [CodeCrafters](https://codecrafters.io/) [Web Page]
+- [Zero To Mastery](https://zerotomastery.io/) [Paid Courses]