diff --git a/scripts/assign-label-types.cjs b/scripts/assign-label-types.cjs
new file mode 100644
index 000000000..7df82fa34
--- /dev/null
+++ b/scripts/assign-label-types.cjs
@@ -0,0 +1,179 @@
+const fs = require('node:fs');
+const path = require('node:path');
+
+const roadmapId = 'frontend';
+
+const roadmapDir = path.join(
+  __dirname,
+  `../src/data/roadmaps/${roadmapId}/content`,
+);
+
+function getHostNameWithoutTld(hostname) {
+  const parts = hostname.split('.');
+  return parts.slice(0, parts.length - 1).join('.');
+}
+
+function isOfficialWebsite(hostname, fileName, roadmapId) {
+  if (hostname === 'javascript.info') {
+    return false;
+  }
+
+  fileName = fileName.replace('/index.md', '').replace('.md', '');
+
+  const parts = fileName.split('/');
+  const lastPart = parts[parts.length - 1];
+
+  const normalizedFilename = lastPart.replace(/\d+/g, '').replace(/-/g, '');
+  const normalizedHostname = getHostNameWithoutTld(hostname);
+
+  if (normalizedFilename === normalizedHostname) {
+    return true;
+  }
+
+  if (normalizedFilename.includes(normalizedHostname)) {
+    return true;
+  }
+
+  return !!roadmapId.includes(normalizedHostname);
+}
+
+// websites are educational websites that are of following types:
+// - @official@
+// - @article@
+// - @course@
+// - @opensource@
+// - @podcast@
+// - @video@
+// - @website@
+// content is only educational websites
+function getTypeFromHostname(hostname) {
+  hostname = hostname.replace('www.', '');
+
+  const videoHostnames = ['youtube.com', 'vimeo.com'];
+  const courseHostnames = ['coursera.org', 'udemy.com', 'edx.org'];
+  const podcastHostnames = ['spotify.com', 'apple.com'];
+  const opensourceHostnames = ['github.com', 'gitlab.com'];
+  const articleHostnames = [
+    'docs.gitlab.com',
+    'docs.github.com',
+    'skills.github.com',
+    'cloudflare.com',
+    'w3schools.com',
+    'medium.com',
+    'dev.to',
+    'web.dev',
+    'css-tricks.com',
+    'developer.mozilla.org',
+    'smashingmagazine.com',
+    'freecodecamp.org',
+    'cs.fyi',
+    'thenewstack.io',
+    'html5rocks.com',
+    'html.com',
+    'javascript.info',
+    'css-tricks.com',
+    'developer.apple.com',
+  ];
+
+  if (articleHostnames.includes(hostname)) {
+    return 'article';
+  }
+
+  if (videoHostnames.includes(hostname)) {
+    return 'video';
+  }
+
+  if (courseHostnames.includes(hostname)) {
+    return 'course';
+  }
+
+  if (podcastHostnames.includes(hostname)) {
+    return 'podcast';
+  }
+
+  if (opensourceHostnames.includes(hostname)) {
+    return 'opensource';
+  }
+
+  if (hostname === 'roadmap.sh') {
+    return 'website';
+  }
+
+  return '';
+}
+
+function readNestedMarkdownFiles(dir, files = []) {
+  const dirEnts = fs.readdirSync(dir, { withFileTypes: true });
+
+  for (const dirent of dirEnts) {
+    const fullPath = path.join(dir, dirent.name);
+    if (dirent.isDirectory()) {
+      readNestedMarkdownFiles(fullPath, files);
+    } else {
+      if (path.extname(fullPath) === '.md') {
+        files.push(fullPath);
+      }
+    }
+  }
+
+  return files;
+}
+
+const files = readNestedMarkdownFiles(roadmapDir);
+
+// for each of the files, assign the type of link to the beginning of each markdown link
+// i.e. - [@article@abc](xyz) where @article@ is the type of link. Possible types:
+// - @article@
+// - @course@
+// - @opensource@
+// - @podcast@
+// - @video@
+// - @website@
+files.forEach((file) => {
+  const content = fs.readFileSync(file, 'utf-8');
+  const lines = content.split('\n');
+
+  const newContent = lines.map((line) => {
+    if (line.startsWith('- [')) {
+      const type = line.match(/@(\w+)@/);
+      if (type) {
+        return line;
+      }
+
+      let fullUrl = line.match(/\((https?:\/\/[^)]+)\)/)?.[1];
+      if (!fullUrl) {
+        // is it slashed URL i.e. - [abc](/xyz)
+        fullUrl = line.match(/\((\/[^)]+)\)/)?.[1];
+        if (fullUrl) {
+          fullUrl = `https://roadmap.sh${fullUrl}`;
+        }
+
+        if (!fullUrl) {
+          console.error('No URL found in line:', line);
+          return;
+        }
+      }
+
+      const url = new URL(fullUrl);
+      const hostname = url.hostname;
+
+      const urlType =
+        getTypeFromHostname(hostname) ||
+        (isOfficialWebsite(hostname, file, roadmapId) ? 'official' : '');
+
+      if (urlType === 'official') {
+        console.log('Official:', hostname);
+        process.exit(0);
+      }
+
+      if (!urlType) {
+        console.error('Missing type:', hostname);
+        return;
+      }
+    }
+
+    return line;
+  });
+
+  console.log(file);
+});
diff --git a/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/101-dotnet.md b/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/101-dotnet.md
index 0a633905f..57b97710f 100644
--- a/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/101-dotnet.md
+++ b/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/101-dotnet.md
@@ -5,5 +5,4 @@
 For more information, visit the following link:
 
 - [What is .NET?](https://dotnet.microsoft.com/en-us/learn/dotnet/what-is-dotnet)
-- [Intro to .NET](https://www.codecademy.com/article/what-is-net)
 - [An Overview of .NET](https://auth0.com/blog/what-is-dotnet-platform-overview/)
diff --git a/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/index.md b/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/index.md
index ff2da4be2..5f4a9bcea 100644
--- a/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/index.md
+++ b/src/data/roadmaps/aspnet-core/content/100-basics-of-csharp/index.md
@@ -8,7 +8,6 @@ C# is a popular language for building .NET applications, and it is used by many
 
 Visit the following links for more information:
 
-- [C Sharp Basics](https://www.codecademy.com/catalog/language/c-sharp)
 - [Introduction to C#](https://learn.microsoft.com/en-us/dotnet/csharp/tour-of-csharp/tutorials/)
 - [Basics Of C#](https://www.c-sharpcorner.com/UploadFile/e9fdcd/basics-of-C-Sharp/)
 - [C# Tutorials](https://dotnettutorials.net/course/csharp-dot-net-tutorials/)
diff --git a/src/data/roadmaps/backend/content/101-basic-frontend/100-html.md b/src/data/roadmaps/backend/content/101-basic-frontend/100-html.md
index 6b285ff8d..8e2c6dbd4 100644
--- a/src/data/roadmaps/backend/content/101-basic-frontend/100-html.md
+++ b/src/data/roadmaps/backend/content/101-basic-frontend/100-html.md
@@ -5,7 +5,6 @@ HTML stands for HyperText Markup Language. It is used on the frontend and gives
 Visit the following resources to learn more:
 
 - [W3Schools: Learn HTML](https://www.w3schools.com/html/html_intro.asp)
-- [Codecademy - Learn HTML](https://www.codecademy.com/learn/learn-html)
 - [Interactive HTML Course](https://github.com/denysdovhan/learnyouhtml)
 - [HTML Full Course - Build a Website Tutorial](https://www.youtube.com/watch?v=pQN-pnXPaVg)
 - [HTML Tutorial for Beginners: HTML Crash Course](https://www.youtube.com/watch?v=qz0aGYrrlhU)
diff --git a/src/data/roadmaps/backend/content/101-basic-frontend/101-css.md b/src/data/roadmaps/backend/content/101-basic-frontend/101-css.md
index a60786958..4864bf9d9 100644
--- a/src/data/roadmaps/backend/content/101-basic-frontend/101-css.md
+++ b/src/data/roadmaps/backend/content/101-basic-frontend/101-css.md
@@ -8,8 +8,6 @@ Visit the following resources to learn more:
 - [freeCodeCamp — Responsive Web Design](https://www.freecodecamp.org/learn/2022/responsive-web-design)
 - [Learn to Code HTML & CSS](https://learn.shayhowe.com/html-css/building-your-first-web-page/)
 - [What The Flexbox!](https://flexbox.io/)
-- [Learn CSS | Codecademy](https://www.codecademy.com/learn/learn-css)
-- [Learn Intermediate CSS | Codecademy](https://www.codecademy.com/learn/learn-intermediate-css)
 - [CSS Crash Course For Absolute Beginners](https://www.youtube.com/watch?v=yfoY53QXEnI)
 - [HTML and CSS Tutorial](https://www.youtube.com/watch?v=D-h8L5hgW-w)
 - [CSS Masterclass - Tutorial & Course for Beginners](https://www.youtube.com/watch?v=FqmB-Zj2-PA)
diff --git a/src/data/roadmaps/backend/content/103-learn-a-language/100-go.md b/src/data/roadmaps/backend/content/103-learn-a-language/100-go.md
index bf792358f..06dd86711 100644
--- a/src/data/roadmaps/backend/content/103-learn-a-language/100-go.md
+++ b/src/data/roadmaps/backend/content/103-learn-a-language/100-go.md
@@ -8,7 +8,6 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
 - [Making a RESTful JSON API in Go](https://thenewstack.io/make-a-restful-json-api-go/)
 - [Go, the Programming Language of the Cloud](https://thenewstack.io/go-the-programming-language-of-the-cloud/)
diff --git a/src/data/roadmaps/backend/content/103-learn-a-language/102-java.md b/src/data/roadmaps/backend/content/103-learn-a-language/102-java.md
index 3aea6b53e..11efef470 100644
--- a/src/data/roadmaps/backend/content/103-learn-a-language/102-java.md
+++ b/src/data/roadmaps/backend/content/103-learn-a-language/102-java.md
@@ -7,7 +7,6 @@ Visit the following resources to learn more:
 
 - [Visit Dedicated Java Roadmap](/java)
 - [Java Website](https://www.java.com/)
-- [Codeacademy - Free Course](https://www.codecademy.com/learn/learn-java)
 - [W3 Schools Tutorials](https://www.w3schools.com/java/)
 - [Java Crash Course](https://www.youtube.com/watch?v=eIrMbAQSU34)
 - [Complete Java course](https://www.youtube.com/watch?v=xk4_1vDrzzo)
\ No newline at end of file
diff --git a/src/data/roadmaps/backend/content/103-learn-a-language/105-javascript.md b/src/data/roadmaps/backend/content/103-learn-a-language/105-javascript.md
index 5eab26bdc..e15627734 100644
--- a/src/data/roadmaps/backend/content/103-learn-a-language/105-javascript.md
+++ b/src/data/roadmaps/backend/content/103-learn-a-language/105-javascript.md
@@ -11,7 +11,6 @@ Visit the following resources to learn more:
 - [The Modern JavaScript Tutorial](https://javascript.info/)
 - [Eloquent Javascript - Book](https://eloquentjavascript.net/)
 - [You Dont Know JS Yet (book series) ](https://github.com/getify/You-Dont-Know-JS)
-- [Codecademy - Learn JavaScript](https://www.codecademy.com/learn/introduction-to-javascript)
 - [JavaScript Crash Course for Beginners](https://youtu.be/hdI2bqOjy3c)
 - [Node.js Crash Course](https://www.youtube.com/watch?v=fBNz5xF-Kx4)
 - [Node.js Tutorial for Beginners](https://www.youtube.com/watch?v=TlB_eWDSMt4)
diff --git a/src/data/roadmaps/backend/content/103-learn-a-language/106-python.md b/src/data/roadmaps/backend/content/103-learn-a-language/106-python.md
index 01948ac7e..b82662f4d 100644
--- a/src/data/roadmaps/backend/content/103-learn-a-language/106-python.md
+++ b/src/data/roadmaps/backend/content/103-learn-a-language/106-python.md
@@ -12,7 +12,6 @@ Visit the following resources to learn more:
 - [Python principles - Python basics](https://pythonprinciples.com/)
 - [W3Schools - Python Tutorial ](https://www.w3schools.com/python/)
 - [Python Crash Course](https://ehmatthes.github.io/pcc/)
-- [Codecademy - Learn Python](https://www.codecademy.com/learn/learn-python-3)
 - [An Introduction to Python for Non-Programmers](https://thenewstack.io/an-introduction-to-python-for-non-programmers/)
 - [Getting Started with Python and InfluxDB](https://thenewstack.io/getting-started-with-python-and-influxdb/)
 - [Python for Beginners - Learn Python in 1 Hour](https://www.youtube.com/watch?v=kqtD5dpn9C8&ab_channel=ProgrammingwithMosh)
diff --git a/src/data/roadmaps/backend/content/103-learn-a-language/107-ruby.md b/src/data/roadmaps/backend/content/103-learn-a-language/107-ruby.md
index 8d84354d4..4688447f2 100644
--- a/src/data/roadmaps/backend/content/103-learn-a-language/107-ruby.md
+++ b/src/data/roadmaps/backend/content/103-learn-a-language/107-ruby.md
@@ -6,5 +6,4 @@ Visit the following resources to learn more:
 
 - [Ruby Website](https://www.ruby-lang.org/en/)
 - [Learn Ruby in 20 minutes](https://www.ruby-lang.org/en/documentation/quickstart/)
-- [Learn Ruby | Codecademy](https://www.codecademy.com/learn/learn-ruby)
 - [Ruby, An Introduction to a Programmer’s Best Friend](https://thenewstack.io/ruby-a-programmers-best-friend/)
diff --git a/src/data/roadmaps/backend/content/109-apis/100-rest.md b/src/data/roadmaps/backend/content/109-apis/100-rest.md
index 128c7e747..d4a4d64ac 100644
--- a/src/data/roadmaps/backend/content/109-apis/100-rest.md
+++ b/src/data/roadmaps/backend/content/109-apis/100-rest.md
@@ -4,7 +4,6 @@ REST, or REpresentational State Transfer, is an architectural style for providin
 
 Visit the following resources to learn more:
 
-- [What is REST?](https://www.codecademy.com/article/what-is-rest)
 - [REST Fundamental](https://dev.to/cassiocappellari/fundamentals-of-rest-api-2nag)
 - [What is a REST API?](https://www.redhat.com/en/topics/api/what-is-a-rest-api)
 - [Roy Fieldings dissertation chapter, Representational State Transfer (REST)](https://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm)
diff --git a/src/data/roadmaps/backend/content/109-scaling-databases/index.md b/src/data/roadmaps/backend/content/109-scaling-databases/index.md
index eb4766104..8ad07f6ec 100644
--- a/src/data/roadmaps/backend/content/109-scaling-databases/index.md
+++ b/src/data/roadmaps/backend/content/109-scaling-databases/index.md
@@ -5,4 +5,3 @@ Scaling databases is the process of adapting them to handle more data and users
 Visit the following resources to learn more:
 
 - [MongoDB: Database Scaling Basics](https://www.mongodb.com/basics/scaling)
-- [Codecademy: Database Scaling Strategies](https://www.codecademy.com/article/database-scaling-strategies)
diff --git a/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/100-javascript.md b/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/100-javascript.md
index 87777b0d0..9ff5ed41f 100644
--- a/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/100-javascript.md
+++ b/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/100-javascript.md
@@ -11,4 +11,3 @@ Visit the following resources to learn more:
 - [JavaScript Crash Course for Beginners](https://youtu.be/hdI2bqOjy3c)
 - [Node.js Crash Course](https://www.youtube.com/watch?v=fBNz5xF-Kx4)
 - [Node.js Tutorial for Beginners](https://www.youtube.com/watch?v=TlB_eWDSMt4)
-- [Codecademy - Learn JavaScript](https://www.codecademy.com/learn/introduction-to-javascript)
diff --git a/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/101-python.md b/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/101-python.md
index 4e2717d25..009b79f9f 100644
--- a/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/101-python.md
+++ b/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/101-python.md
@@ -10,4 +10,3 @@ Visit the following resources to learn more:
 - [W3Schools - Python Tutorial ](https://www.w3schools.com/python/)
 - [Python Crash Course](https://ehmatthes.github.io/pcc/)
 - [Automate the Boring Stuff](https://automatetheboringstuff.com/)
-- [Codecademy - Learn Python 2](https://www.codecademy.com/learn/learn-python)
diff --git a/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/102-go.md b/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/102-go.md
index 831974b11..64e0882db 100644
--- a/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/102-go.md
+++ b/src/data/roadmaps/blockchain/content/109-dapps/107-supporting-languages/102-go.md
@@ -8,5 +8,4 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
diff --git a/src/data/roadmaps/computer-science/content/101-pick-a-language/102-java.md b/src/data/roadmaps/computer-science/content/101-pick-a-language/102-java.md
index c3cef15bc..ba0d63dc6 100644
--- a/src/data/roadmaps/computer-science/content/101-pick-a-language/102-java.md
+++ b/src/data/roadmaps/computer-science/content/101-pick-a-language/102-java.md
@@ -7,6 +7,5 @@ Visit the following resources to learn more:
 
 - [Visit Dedicated Java Roadmap](/java)
 - [Java Website](https://www.java.com/)
-- [Codeacademy - Free Course](https://www.codecademy.com/learn/learn-java)
 - [W3 Schools Tutorials](https://www.w3schools.com/java/)
 - [Java Crash Course](https://www.youtube.com/watch?v=eIrMbAQSU34)
diff --git a/src/data/roadmaps/computer-science/content/101-pick-a-language/103-python.md b/src/data/roadmaps/computer-science/content/101-pick-a-language/103-python.md
index 5c0ca9e6f..b11226052 100644
--- a/src/data/roadmaps/computer-science/content/101-pick-a-language/103-python.md
+++ b/src/data/roadmaps/computer-science/content/101-pick-a-language/103-python.md
@@ -12,6 +12,5 @@ Visit the following resources to learn more:
 - [Python principles - Python basics](https://pythonprinciples.com/)
 - [W3Schools - Python Tutorial ](https://www.w3schools.com/python/)
 - [Python Crash Course](https://ehmatthes.github.io/pcc/)
-- [Codecademy - Learn Python 2](https://www.codecademy.com/learn/learn-python)
 - [An Introduction to Python for Non-Programmers](https://thenewstack.io/an-introduction-to-python-for-non-programmers/)
 - [Getting Started with Python and InfluxDB](https://thenewstack.io/getting-started-with-python-and-influxdb/)
diff --git a/src/data/roadmaps/computer-science/content/101-pick-a-language/104-go.md b/src/data/roadmaps/computer-science/content/101-pick-a-language/104-go.md
index 690b76514..5fa850920 100644
--- a/src/data/roadmaps/computer-science/content/101-pick-a-language/104-go.md
+++ b/src/data/roadmaps/computer-science/content/101-pick-a-language/104-go.md
@@ -8,7 +8,6 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
 - [Making a RESTful JSON API in Go](https://thenewstack.io/make-a-restful-json-api-go/)
 - [Go, the Programming Language of the Cloud](https://thenewstack.io/go-the-programming-language-of-the-cloud/)
diff --git a/src/data/roadmaps/computer-science/content/116-system-design/108-rest.md b/src/data/roadmaps/computer-science/content/116-system-design/108-rest.md
index 47d318f77..a2f25ee5f 100644
--- a/src/data/roadmaps/computer-science/content/116-system-design/108-rest.md
+++ b/src/data/roadmaps/computer-science/content/116-system-design/108-rest.md
@@ -4,7 +4,6 @@ REST, or REpresentational State Transfer, is an architectural style for providin
 
 Visit the following resources to learn more:
 
-- [What is REST?](https://www.codecademy.com/article/what-is-rest)
 - [What is a REST API?](https://www.redhat.com/en/topics/api/what-is-a-rest-api)
 - [Roy Fieldings dissertation chapter, Representational State Transfer (REST)](https://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm)
 - [Learn REST: A RESTful Tutorial](https://restapitutorial.com/)
diff --git a/src/data/roadmaps/cyber-security/content/105-programming-knowledge/100-python.md b/src/data/roadmaps/cyber-security/content/105-programming-knowledge/100-python.md
index 4eb4a3724..022d4544e 100644
--- a/src/data/roadmaps/cyber-security/content/105-programming-knowledge/100-python.md
+++ b/src/data/roadmaps/cyber-security/content/105-programming-knowledge/100-python.md
@@ -22,7 +22,6 @@ Python is particularly valuable in the field of cyber security for several reaso
 To start learning Python, here are some useful resources:
 
 - [Python.org](https://www.python.org/) - The official website offers extensive documentation and tutorials for beginners as well as advanced users.
-- [Codecademy's Python Course](https://www.codecademy.com/learn/learn-python) - A comprehensive, interactive course covering a wide range of Python topics.
 - [Real Python](https://realpython.com/) - Offers a variety of Python tutorials, articles, and courses that cater to different experience levels.
 - [Automate the Boring Stuff with Python](https://automatetheboringstuff.com/) - A beginner-friendly book that teaches Python by guiding you through practical tasks and automation examples.
 
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/100-javascript.md b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/100-javascript.md
index 309f2d4ea..8d7721caa 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/100-javascript.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/100-javascript.md
@@ -7,7 +7,6 @@ Visit the following resources to learn more:
 - [Visit Dedicated JavaScript Roadmap](/javascript)
 - [W3Schools – JavaScript Tutorial](https://www.w3schools.com/js/)
 - [The Modern JavaScript Tutorial](https://javascript.info/)
-- [Codecademy - Learn JavaScript](https://www.codecademy.com/learn/introduction-to-javascript)
 - [JavaScript Crash Course for Beginners](https://youtu.be/hdI2bqOjy3c)
 - [Node.js Crash Course](https://www.youtube.com/watch?v=fBNz5xF-Kx4)
 - [Node.js Tutorial for Beginners](https://www.youtube.com/watch?v=TlB_eWDSMt4)
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/101-java.md b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/101-java.md
index 3aea6b53e..11efef470 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/101-java.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/101-java.md
@@ -7,7 +7,6 @@ Visit the following resources to learn more:
 
 - [Visit Dedicated Java Roadmap](/java)
 - [Java Website](https://www.java.com/)
-- [Codeacademy - Free Course](https://www.codecademy.com/learn/learn-java)
 - [W3 Schools Tutorials](https://www.w3schools.com/java/)
 - [Java Crash Course](https://www.youtube.com/watch?v=eIrMbAQSU34)
 - [Complete Java course](https://www.youtube.com/watch?v=xk4_1vDrzzo)
\ No newline at end of file
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/102-go.md b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/102-go.md
index 690b76514..5fa850920 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/102-go.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/102-go.md
@@ -8,7 +8,6 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
 - [Making a RESTful JSON API in Go](https://thenewstack.io/make-a-restful-json-api-go/)
 - [Go, the Programming Language of the Cloud](https://thenewstack.io/go-the-programming-language-of-the-cloud/)
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md
index 122f8fccf..b82662f4d 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md
@@ -12,7 +12,6 @@ Visit the following resources to learn more:
 - [Python principles - Python basics](https://pythonprinciples.com/)
 - [W3Schools - Python Tutorial ](https://www.w3schools.com/python/)
 - [Python Crash Course](https://ehmatthes.github.io/pcc/)
-- [Codecademy - Learn Python 2](https://www.codecademy.com/learn/learn-python)
 - [An Introduction to Python for Non-Programmers](https://thenewstack.io/an-introduction-to-python-for-non-programmers/)
 - [Getting Started with Python and InfluxDB](https://thenewstack.io/getting-started-with-python-and-influxdb/)
 - [Python for Beginners - Learn Python in 1 Hour](https://www.youtube.com/watch?v=kqtD5dpn9C8&ab_channel=ProgrammingwithMosh)
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/107-ruby.md b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/107-ruby.md
index 8d84354d4..4688447f2 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/107-ruby.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/107-ruby.md
@@ -6,5 +6,4 @@ Visit the following resources to learn more:
 
 - [Ruby Website](https://www.ruby-lang.org/en/)
 - [Learn Ruby in 20 minutes](https://www.ruby-lang.org/en/documentation/quickstart/)
-- [Learn Ruby | Codecademy](https://www.codecademy.com/learn/learn-ruby)
 - [Ruby, An Introduction to a Programmer’s Best Friend](https://thenewstack.io/ruby-a-programmers-best-friend/)
diff --git a/src/data/roadmaps/devops/content/100-language/100-python.md b/src/data/roadmaps/devops/content/100-language/100-python.md
index 64af3f12b..59c61353a 100644
--- a/src/data/roadmaps/devops/content/100-language/100-python.md
+++ b/src/data/roadmaps/devops/content/100-language/100-python.md
@@ -10,4 +10,3 @@ Visit the following resources to learn more:
 - [Automate the Boring Stuff](https://automatetheboringstuff.com/)
 - [W3Schools - Python Tutorial ](https://www.w3schools.com/python/)
 - [Python Crash Course](https://ehmatthes.github.io/pcc/)
-- [Codecademy - Learn Python 3](https://www.codecademy.com/learn/learn-python-3)
diff --git a/src/data/roadmaps/devops/content/100-language/101-ruby.md b/src/data/roadmaps/devops/content/100-language/101-ruby.md
index a8fe73dd6..b31de8f96 100644
--- a/src/data/roadmaps/devops/content/100-language/101-ruby.md
+++ b/src/data/roadmaps/devops/content/100-language/101-ruby.md
@@ -6,4 +6,3 @@ Visit the following resources to learn more:
 
 - [Ruby Website](https://www.ruby-lang.org/en/)
 - [Learn Ruby in 20 minutes](https://www.ruby-lang.org/en/documentation/quickstart/)
-- [Learn Ruby | Codecademy](https://www.codecademy.com/learn/learn-ruby)
diff --git a/src/data/roadmaps/devops/content/100-language/102-javascript.md b/src/data/roadmaps/devops/content/100-language/102-javascript.md
index 309f2d4ea..8d7721caa 100644
--- a/src/data/roadmaps/devops/content/100-language/102-javascript.md
+++ b/src/data/roadmaps/devops/content/100-language/102-javascript.md
@@ -7,7 +7,6 @@ Visit the following resources to learn more:
 - [Visit Dedicated JavaScript Roadmap](/javascript)
 - [W3Schools – JavaScript Tutorial](https://www.w3schools.com/js/)
 - [The Modern JavaScript Tutorial](https://javascript.info/)
-- [Codecademy - Learn JavaScript](https://www.codecademy.com/learn/introduction-to-javascript)
 - [JavaScript Crash Course for Beginners](https://youtu.be/hdI2bqOjy3c)
 - [Node.js Crash Course](https://www.youtube.com/watch?v=fBNz5xF-Kx4)
 - [Node.js Tutorial for Beginners](https://www.youtube.com/watch?v=TlB_eWDSMt4)
diff --git a/src/data/roadmaps/devops/content/100-language/103-go.md b/src/data/roadmaps/devops/content/100-language/103-go.md
index 7198699cb..8d41833a8 100644
--- a/src/data/roadmaps/devops/content/100-language/103-go.md
+++ b/src/data/roadmaps/devops/content/100-language/103-go.md
@@ -8,6 +8,5 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
 - [Making a RESTful JSON API in Go](https://thenewstack.io/make-a-restful-json-api-go/)
diff --git a/src/data/roadmaps/flutter/content/100-dart-basics/105-control-flow-statements.md b/src/data/roadmaps/flutter/content/100-dart-basics/105-control-flow-statements.md
index f904bb085..760aa41db 100644
--- a/src/data/roadmaps/flutter/content/100-dart-basics/105-control-flow-statements.md
+++ b/src/data/roadmaps/flutter/content/100-dart-basics/105-control-flow-statements.md
@@ -14,6 +14,5 @@ These control flow statements can be used to create complex logic and control th
 
 Visit the following resources to learn more:
 
-- [Dart Control Flow Statements](https://www.w3adda.com/dart-tutorial/dart-control-flow-statements)
 - [Branches in Dart](https://dart.dev/language/branches)
 - [Loops in Dart](https://dart.dev/language/loops)
diff --git a/src/data/roadmaps/flutter/content/108-working-with-apis/103-restful-apis.md b/src/data/roadmaps/flutter/content/108-working-with-apis/103-restful-apis.md
index 47d318f77..a2f25ee5f 100644
--- a/src/data/roadmaps/flutter/content/108-working-with-apis/103-restful-apis.md
+++ b/src/data/roadmaps/flutter/content/108-working-with-apis/103-restful-apis.md
@@ -4,7 +4,6 @@ REST, or REpresentational State Transfer, is an architectural style for providin
 
 Visit the following resources to learn more:
 
-- [What is REST?](https://www.codecademy.com/article/what-is-rest)
 - [What is a REST API?](https://www.redhat.com/en/topics/api/what-is-a-rest-api)
 - [Roy Fieldings dissertation chapter, Representational State Transfer (REST)](https://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm)
 - [Learn REST: A RESTful Tutorial](https://restapitutorial.com/)
diff --git a/src/data/roadmaps/frontend/content/101-html/index.md b/src/data/roadmaps/frontend/content/101-html/index.md
index 4b7aaa6be..ff75021f2 100644
--- a/src/data/roadmaps/frontend/content/101-html/index.md
+++ b/src/data/roadmaps/frontend/content/101-html/index.md
@@ -8,7 +8,6 @@ Visit the following resources to learn more:
 - [htmlreference.io: All HTML elements at a glance](https://htmlreference.io/)
 - [HTML For Beginners The Easy Way](https://html.com)
 - [Web Development Basics](https://internetingishard.netlify.app/html-and-css/index.html)
-- [Codecademy - Learn HTML](https://www.codecademy.com/learn/learn-html)
 - [Interactive HTML Course](https://github.com/denysdovhan/learnyouhtml)
 - [HTML Full Course for Beginners | Complete All-in-One Tutorial ](https://youtu.be/mJgBOIoGihA)
 - [HTML Full Course - Build a Website Tutorial](https://www.youtube.com/watch?v=pQN-pnXPaVg)
diff --git a/src/data/roadmaps/frontend/content/102-css/index.md b/src/data/roadmaps/frontend/content/102-css/index.md
index 964fb5fed..efa78561a 100644
--- a/src/data/roadmaps/frontend/content/102-css/index.md
+++ b/src/data/roadmaps/frontend/content/102-css/index.md
@@ -6,8 +6,6 @@ Visit the following resources to learn more:
 
 - [The Odin Project](https://www.theodinproject.com//)
 - [What The Flexbox!](https://flexbox.io/)
-- [Learn CSS | Codecademy](https://www.codecademy.com/learn/learn-css)
-- [Learn Intermediate CSS | Codecademy](https://www.codecademy.com/learn/learn-intermediate-css)
 - [CSS Complete Course](https://youtu.be/n4R2E7O-Ngo)
 - [CSS Crash Course For Absolute Beginners](https://www.youtube.com/watch?v=yfoY53QXEnI)
 - [HTML and CSS Tutorial](https://www.youtube.com/watch?v=D-h8L5hgW-w)
diff --git a/src/data/roadmaps/frontend/content/121-mobile-applications/100-react-native.md b/src/data/roadmaps/frontend/content/121-mobile-applications/100-react-native.md
index 6aa8a02c8..ba5736307 100644
--- a/src/data/roadmaps/frontend/content/121-mobile-applications/100-react-native.md
+++ b/src/data/roadmaps/frontend/content/121-mobile-applications/100-react-native.md
@@ -7,4 +7,3 @@ Visit the following resources to learn more:
 - [Official Website](https://reactnative.dev/)
 - [Official Getting Started to React Native](https://reactnative.dev/docs/getting-started)
 - [Build a React Native App by Mosh](https://www.youtube.com/watch?v=0-S5a0eXPoc)
-- [Learn React Native by CodeAcademy](https://www.codecademy.com/learn/learn-react-native)
diff --git a/src/data/roadmaps/frontend/content/121-mobile-applications/102-flutter.md b/src/data/roadmaps/frontend/content/121-mobile-applications/102-flutter.md
index f7457650d..bcf1825c7 100644
--- a/src/data/roadmaps/frontend/content/121-mobile-applications/102-flutter.md
+++ b/src/data/roadmaps/frontend/content/121-mobile-applications/102-flutter.md
@@ -16,8 +16,6 @@ Visit the following resources to learn more:
 
 - [Visit Dedicated Flutter Roadmap](/flutter)
 - [Flutter Website](https://flutter.dev)
-- [Flutter Tutorial](https://www.w3adda.com/flutter-tutorial)
 - [Flutter Tutorial for Beginners](https://www.youtube.com/watch?v=1ukSR1GRtMU&list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ)
-- [Flutter Tutorial](https://www.w3adda.com/flutter-tutorial)
 - [Learn Dart Programming](https://www.tutorialspoint.com/dart_programming/index.htm)
 - [12 Ways Flutter Streamlines App Development](https://thenewstack.io/12-ways-flutter-streamlines-app-development/)
diff --git a/src/data/roadmaps/frontend/content/122-desktop-applications/102-flutter.md b/src/data/roadmaps/frontend/content/122-desktop-applications/102-flutter.md
index 82933d885..d10c4ca11 100644
--- a/src/data/roadmaps/frontend/content/122-desktop-applications/102-flutter.md
+++ b/src/data/roadmaps/frontend/content/122-desktop-applications/102-flutter.md
@@ -7,8 +7,6 @@ Visit the following resources to learn more:
 - [Visit Dedicated Flutter Roadmap](/flutter)
 - [Flutter Website](https://flutter.dev)
 - [Flutter for Desktop](https://flutter.dev/multi-platform/desktop)
-- [Flutter Tutorial](https://www.w3adda.com/flutter-tutorial)
 - [Flutter Tutorial for Beginners](https://www.youtube.com/watch?v=1ukSR1GRtMU&list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ)
-- [Flutter Tutorial](https://www.w3adda.com/flutter-tutorial)
 - [Learn Dart Programming](https://www.tutorialspoint.com/dart_programming/index.htm)
 - [12 Ways Flutter Streamlines App Development](https://thenewstack.io/12-ways-flutter-streamlines-app-development/)
diff --git a/src/data/roadmaps/full-stack/content/100-html.md b/src/data/roadmaps/full-stack/content/100-html.md
index ae346a315..7bc406bb7 100644
--- a/src/data/roadmaps/full-stack/content/100-html.md
+++ b/src/data/roadmaps/full-stack/content/100-html.md
@@ -5,7 +5,6 @@ HTML stands for HyperText Markup Language. It is used on the frontend and gives
 Visit the following resources to learn more:
 
 - [W3Schools: Learn HTML](https://www.w3schools.com/html/html_intro.asp)
-- [Codecademy - Learn HTML](https://www.codecademy.com/learn/learn-html)
 - [Interactive HTML Course](https://github.com/denysdovhan/learnyouhtml)
 - [HTML Full Course - Build a Website Tutorial](https://www.youtube.com/watch?v=pQN-pnXPaVg)
 - [HTML Tutorial for Beginners: HTML Crash Course](https://www.youtube.com/watch?v=qz0aGYrrlhU)
diff --git a/src/data/roadmaps/full-stack/content/101-css.md b/src/data/roadmaps/full-stack/content/101-css.md
index a60786958..4864bf9d9 100644
--- a/src/data/roadmaps/full-stack/content/101-css.md
+++ b/src/data/roadmaps/full-stack/content/101-css.md
@@ -8,8 +8,6 @@ Visit the following resources to learn more:
 - [freeCodeCamp — Responsive Web Design](https://www.freecodecamp.org/learn/2022/responsive-web-design)
 - [Learn to Code HTML & CSS](https://learn.shayhowe.com/html-css/building-your-first-web-page/)
 - [What The Flexbox!](https://flexbox.io/)
-- [Learn CSS | Codecademy](https://www.codecademy.com/learn/learn-css)
-- [Learn Intermediate CSS | Codecademy](https://www.codecademy.com/learn/learn-intermediate-css)
 - [CSS Crash Course For Absolute Beginners](https://www.youtube.com/watch?v=yfoY53QXEnI)
 - [HTML and CSS Tutorial](https://www.youtube.com/watch?v=D-h8L5hgW-w)
 - [CSS Masterclass - Tutorial & Course for Beginners](https://www.youtube.com/watch?v=FqmB-Zj2-PA)
diff --git a/src/data/roadmaps/full-stack/content/117-restful-apis.md b/src/data/roadmaps/full-stack/content/117-restful-apis.md
index 47d318f77..a2f25ee5f 100644
--- a/src/data/roadmaps/full-stack/content/117-restful-apis.md
+++ b/src/data/roadmaps/full-stack/content/117-restful-apis.md
@@ -4,7 +4,6 @@ REST, or REpresentational State Transfer, is an architectural style for providin
 
 Visit the following resources to learn more:
 
-- [What is REST?](https://www.codecademy.com/article/what-is-rest)
 - [What is a REST API?](https://www.redhat.com/en/topics/api/what-is-a-rest-api)
 - [Roy Fieldings dissertation chapter, Representational State Transfer (REST)](https://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm)
 - [Learn REST: A RESTful Tutorial](https://restapitutorial.com/)
diff --git a/src/data/roadmaps/mlops/content/100-programming-fundamentals/100-python.md b/src/data/roadmaps/mlops/content/100-programming-fundamentals/100-python.md
index 92fbc5306..565438330 100644
--- a/src/data/roadmaps/mlops/content/100-programming-fundamentals/100-python.md
+++ b/src/data/roadmaps/mlops/content/100-programming-fundamentals/100-python.md
@@ -5,7 +5,6 @@ Python is an interpreted high-level general-purpose programming language. Its de
 To start learning Python, here are some useful resources:
 
 - [Python.org](https://www.python.org/) - The official website offers extensive documentation and tutorials for beginners as well as advanced users.
-- [Codecademy's Python Course](https://www.codecademy.com/learn/learn-python) - A comprehensive, interactive course covering a wide range of Python topics.
 - [Real Python](https://realpython.com/) - Offers a variety of Python tutorials, articles, and courses that cater to different experience levels.
 - [Automate the Boring Stuff with Python](https://automatetheboringstuff.com/) - A beginner-friendly book that teaches Python by guiding you through practical tasks and automation examples.
 
diff --git a/src/data/roadmaps/mlops/content/100-programming-fundamentals/102-golang.md b/src/data/roadmaps/mlops/content/100-programming-fundamentals/102-golang.md
index bf792358f..06dd86711 100644
--- a/src/data/roadmaps/mlops/content/100-programming-fundamentals/102-golang.md
+++ b/src/data/roadmaps/mlops/content/100-programming-fundamentals/102-golang.md
@@ -8,7 +8,6 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
 - [Making a RESTful JSON API in Go](https://thenewstack.io/make-a-restful-json-api-go/)
 - [Go, the Programming Language of the Cloud](https://thenewstack.io/go-the-programming-language-of-the-cloud/)
diff --git a/src/data/roadmaps/react-native/content/100-introduction/index.md b/src/data/roadmaps/react-native/content/100-introduction/index.md
index 0d5f19b28..6bcedf2a6 100644
--- a/src/data/roadmaps/react-native/content/100-introduction/index.md
+++ b/src/data/roadmaps/react-native/content/100-introduction/index.md
@@ -6,5 +6,4 @@ Visit the following resources to learn more:
 
 - [Official Website](https://reactnative.dev/)
 - [Official Getting Started to React Native](https://reactnative.dev/docs/getting-started)
-- [Build a React Native App by Mosh](https://www.youtube.com/watch?v=0-S5a0eXPoc)
-- [Learn React Native by CodeAcademy](https://www.codecademy.com/learn/learn-react-native)
\ No newline at end of file
+- [Build a React Native App by Mosh](https://www.youtube.com/watch?v=0-S5a0eXPoc)
\ No newline at end of file
diff --git a/src/data/roadmaps/software-architect/content/104-programming-languages/101-python.md b/src/data/roadmaps/software-architect/content/104-programming-languages/101-python.md
index 64af3f12b..59c61353a 100644
--- a/src/data/roadmaps/software-architect/content/104-programming-languages/101-python.md
+++ b/src/data/roadmaps/software-architect/content/104-programming-languages/101-python.md
@@ -10,4 +10,3 @@ Visit the following resources to learn more:
 - [Automate the Boring Stuff](https://automatetheboringstuff.com/)
 - [W3Schools - Python Tutorial ](https://www.w3schools.com/python/)
 - [Python Crash Course](https://ehmatthes.github.io/pcc/)
-- [Codecademy - Learn Python 3](https://www.codecademy.com/learn/learn-python-3)
diff --git a/src/data/roadmaps/software-architect/content/104-programming-languages/102-ruby.md b/src/data/roadmaps/software-architect/content/104-programming-languages/102-ruby.md
index a8fe73dd6..b31de8f96 100644
--- a/src/data/roadmaps/software-architect/content/104-programming-languages/102-ruby.md
+++ b/src/data/roadmaps/software-architect/content/104-programming-languages/102-ruby.md
@@ -6,4 +6,3 @@ Visit the following resources to learn more:
 
 - [Ruby Website](https://www.ruby-lang.org/en/)
 - [Learn Ruby in 20 minutes](https://www.ruby-lang.org/en/documentation/quickstart/)
-- [Learn Ruby | Codecademy](https://www.codecademy.com/learn/learn-ruby)
diff --git a/src/data/roadmaps/software-architect/content/104-programming-languages/103-go.md b/src/data/roadmaps/software-architect/content/104-programming-languages/103-go.md
index 831974b11..64e0882db 100644
--- a/src/data/roadmaps/software-architect/content/104-programming-languages/103-go.md
+++ b/src/data/roadmaps/software-architect/content/104-programming-languages/103-go.md
@@ -8,5 +8,4 @@ Visit the following resources to learn more:
 - [A Tour of Go – Go Basics](https://go.dev/tour/welcome/1)
 - [Go Reference Documentation](https://go.dev/doc/)
 - [Go by Example - annotated example programs](https://gobyexample.com/)
-- [Learn Go | Codecademy](https://www.codecademy.com/learn/learn-go)
 - [W3Schools Go Tutorial ](https://www.w3schools.com/go/)
diff --git a/src/data/roadmaps/software-architect/content/104-programming-languages/104-javascript-typescript.md b/src/data/roadmaps/software-architect/content/104-programming-languages/104-javascript-typescript.md
index c3be815c9..25fca2fc1 100644
--- a/src/data/roadmaps/software-architect/content/104-programming-languages/104-javascript-typescript.md
+++ b/src/data/roadmaps/software-architect/content/104-programming-languages/104-javascript-typescript.md
@@ -7,7 +7,6 @@ Visit the following resources to learn more:
 - [Visit Dedicated JavaScript Roadmap](/javascript)
 - [W3Schools – JavaScript Tutorial](https://www.w3schools.com/js/)
 - [The Modern JavaScript Tutorial](https://javascript.info/)
-- [Codecademy - Learn JavaScript](https://www.codecademy.com/learn/introduction-to-javascript)
 - [JavaScript Crash Course for Beginners](https://youtu.be/hdI2bqOjy3c)
 - [Node.js Crash Course](https://www.youtube.com/watch?v=fBNz5xF-Kx4)
 - [Node.js Tutorial for Beginners](https://www.youtube.com/watch?v=TlB_eWDSMt4)
diff --git a/src/data/roadmaps/software-architect/content/110-apis-and-integrations/103-rest.md b/src/data/roadmaps/software-architect/content/110-apis-and-integrations/103-rest.md
index 47d318f77..a2f25ee5f 100644
--- a/src/data/roadmaps/software-architect/content/110-apis-and-integrations/103-rest.md
+++ b/src/data/roadmaps/software-architect/content/110-apis-and-integrations/103-rest.md
@@ -4,7 +4,6 @@ REST, or REpresentational State Transfer, is an architectural style for providin
 
 Visit the following resources to learn more:
 
-- [What is REST?](https://www.codecademy.com/article/what-is-rest)
 - [What is a REST API?](https://www.redhat.com/en/topics/api/what-is-a-rest-api)
 - [Roy Fieldings dissertation chapter, Representational State Transfer (REST)](https://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm)
 - [Learn REST: A RESTful Tutorial](https://restapitutorial.com/)