Skip to content

Updated backend, frontend, and ml resources #33

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
praise002 wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Updated backend, frontend, and ml resources #33

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 8 additions & 1 deletion BackendDevelopment/Backend.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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!

Expand All @@ -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)

---

Expand Down Expand Up @@ -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.
Expand Down
7 changes: 7 additions & 0 deletions FrontendDevelopment/Frontend.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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)
Expand All @@ -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/)
Expand All @@ -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/)
Expand Down
11 changes: 6 additions & 5 deletions MachineLearning/MachineLearning.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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.

---
Expand Down