diff --git a/BackendDevelopment/Backend.md b/BackendDevelopment/Backend.md
index d8cfaec..1eb5d8a 100644
--- a/BackendDevelopment/Backend.md
+++ b/BackendDevelopment/Backend.md
@@ -17,6 +17,8 @@ Stay updated with the latest tutorials, resources, and backend development tips
 - **[PyCoders Weekly](https://pycoders.com/)**: Weekly updates on Python development.
 - **[Django News](https://django-news.com/)**: A newsletter for Django-related news, tutorials, and resources.
 - **[The Changelog](https://changelog.com/)**: News and updates from the open-source community, including backend technologies.
+- **[Interview preparation](https://blog.algomaster.io/)**: A newsletter on Data Structures and Alogorithms(DSA) and System Design Interview preparation.
+- **[Backend Weekly](https://newsletter.masteringbackend.com/p/interpreter-and-memento-method-design-patterns-gof)**: A newsletter on weekly updates on backend.
 
 📧 **Subscribe to these and more** to keep learning and improving your skills!
 
@@ -28,7 +30,8 @@ Stay updated with the latest tutorials, resources, and backend development tips
 3. [Advanced Level](#-advanced-level)
 4. [Tools & Resources](#-tools-and-resources)
 5. [Communities](#-communities)
-6. [Contribute](#-contribute)
+6. [Repos](#-repos---a-must-follow-repos)
+7. [Contribute](#-contribute)
 
 ---
 
@@ -223,6 +226,10 @@ Stay organized and collaborate effectively with these essential tools:
 - [**Django Discord Community**](https://discord.com/invite/xcRH6mN4fa)
 - [**MLH Discord Community**](https://discord.com/invite/mlh)
 
+## 🚀 Repos - A must Follow repos
+- [**Pragati Verma**](https://github.com/PragatiVerma18)
+- [**Ashish Pratap Singh**](https://github.com/ashishps1)
+
 ## 🤝 Contribute
 
 Want to add a resource? Contributions are welcome! Please check out the [CONTRIBUTING.md](../CONTRIBUTING.md) file for guidelines on how to contribute.
diff --git a/FrontendDevelopment/Frontend.md b/FrontendDevelopment/Frontend.md
index c3956a3..59a7217 100644
--- a/FrontendDevelopment/Frontend.md
+++ b/FrontendDevelopment/Frontend.md
@@ -16,10 +16,14 @@ Welcome to the **Frontend Development Learning Resources** repository! Here, you
 Start your journey with the basics of frontend development. Here are resources that will teach you HTML, CSS, JavaScript, and an introduction to web development concepts.
 
 ### Courses & Tutorials:
+-[**Frontend Roadmap**](https://guides.codewithmosh.com/frontend-developer-roadmap)
 - [**HTML & CSS for Beginners - by freeCodeCamp**](https://www.freecodecamp.org/learn/responsive-web-design/)
 - [**JavaScript Basics - by MDN Web Docs**](https://developer.mozilla.org/en-US/docs/Learn/JavaScript/First_steps)
 - [**Intro to Web Development - by Coursera**](https://www.coursera.org/specializations/web-design)
 - [**Frontend Mentor - Practice Frontend Skills**](https://www.frontendmentor.io/)
+- [**HTML Tutorial for beginners - Mosh**](https://www.youtube.com/watch?v=qz0aGYrrlhU)
+- [**Javascript Tutorial**](https://www.youtube.com/watch?v=EerdGm-ehJQ)
+
 
 ### Key Concepts:
 - [**Responsive Web Design**](https://developer.mozilla.org/en-US/docs/Learn/CSS/CSS_layout/Responsive_Design)
@@ -37,6 +41,8 @@ At this level, you'll delve deeper into JavaScript, modern CSS techniques, and b
 - [**Modern JavaScript Tutorial - by JavaScript.info**](https://javascript.info/)
 - [**CSS Grid - by MDN**](https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Grid_Layout)
 - [**React Basics - by Scrimba**](https://scrimba.com/learn/learnreact)
+- [**The Ultimate React Course**](https://www.udemy.com/share/108PTo3@dfG7V4KpZ7N5gYXtONq5vSDPTg0Cu4aigRyoWl75xNEs6juJ5HeUFGJ3RG4rmMt_oQ==/)
+- [**The Complete JavaScript course**](https://www.udemy.com/share/101Wfe3@OwoYIWAUkQWabPD-itVVTn9np28j6d8iPvuQl7UWlBIvPcEcFTx63Uck7WpTsaqKgA==/)
 
 ### Key Concepts:
 - [**CSS Grid Layout**](https://css-tricks.com/snippets/css/complete-guide-grid/)
@@ -54,6 +60,7 @@ For advanced learners, focus on performance optimization, state management, test
 - [**Vue.js Mastery - by Vue Mastery**](https://www.vuemastery.com/courses/real-world-vue3/)
 - [**JavaScript Algorithms and Data Structures**](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/)
 - [**Fullstack Open - Deep Dive into Modern Web Development**](https://fullstackopen.com/en/)
+- [**Javascript and React patterns**](https://www.patterns.dev/)
 
 ### Key Concepts:
 - [**State Management with Redux**](https://redux.js.org/)
diff --git a/MachineLearning/MachineLearning.md b/MachineLearning/MachineLearning.md
index f6874bb..587d165 100644
--- a/MachineLearning/MachineLearning.md
+++ b/MachineLearning/MachineLearning.md
@@ -26,11 +26,12 @@ Machine learning is a field of artificial intelligence (AI) that allows systems
 
 ### Resources for Beginners
 
-1. **[Machine Learning Crash Course (Google)](https://developers.google.com/machine-learning/crash-course)** - A free, fast-paced introduction to machine learning.
-2. **[Introduction to Machine Learning with Python](https://realpython.com/learning-paths/machine-learning-python/)** - Learn the basics of machine learning in Python.
-3. **[Andrew Ng’s Machine Learning Course](https://www.coursera.org/learn/machine-learning)** - The classic beginner course from Coursera. 33 hours
-4. **[DataCamp’s Machine Learning Tutorials](https://www.datacamp.com/courses/intro-to-machine-learning-with-python)** - Hands-on tutorials with Python.
-5. **[Machine Learning with Python](https://www.freecodecamp.org/learn/machine-learning-with-python/)** -
+1. **[Machine Learning Roadmap](https://guides.codewithmosh.com/machine-learning-engineer-roadmap)** - A roadmap on machine learning.
+2. **[Machine Learning Crash Course (Google)](https://developers.google.com/machine-learning/crash-course)** - A free, fast-paced introduction to machine learning.
+3. **[Introduction to Machine Learning with Python](https://realpython.com/learning-paths/machine-learning-python/)** - Learn the basics of machine learning in Python.
+4. **[Andrew Ng’s Machine Learning Course](https://www.coursera.org/learn/machine-learning)** - The classic beginner course from Coursera. 33 hours
+5. **[DataCamp’s Machine Learning Tutorials](https://www.datacamp.com/courses/intro-to-machine-learning-with-python)** - Hands-on tutorials with Python.
+6. **[Machine Learning with Python](https://www.freecodecamp.org/learn/machine-learning-with-python/)** -
 Machine Learning with Python.
 
 ---