LinuxDistro4U

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LinuxDistro4U is a Web Application that recommends you a Linux Distro based on your Responses on a set of Questions, using Machine Learning

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# <div align="center">LinuxDistro4U</div>
<div align="center">Find the best Linux Distro for yourself</div>

<br />

![Screenshot from 2021-04-21 20-10-30](https://user-images.githubusercontent.com/59045242/115577220-aaaf0100-a2dd-11eb-9309-52b81c40b266.png)

# <br />

## Desciption:
Choosing a Linux Distro can be difficult as there is a ton of options to go with. So, I made this little website. It's a Questionnaire based website that uses Machine Learning to predict the Linux Distro that will best suit you, based on your response. It makes the choice for you and gives a single best name of the distro for your priorities.

Visit Website here: [LinuxDistro4U](https://linux-distro-4u.web.app/)

## Techologies used:
The project was divided into 2 parts:
### 1. Machine Learning Model
  * For Machine Learning, I worked in Python Tensorflow <img alt="TensorFlow" width="20px" src="https://raw.githubusercontent.com/github/explore/80688e429a7d4ef2fca1e82350fe8e3517d3494d/topics/tensorflow/tensorflow.png" />. For my model to work on Browser, I used TensoflowJS that imported TensorflowLite Model from Google Storage.

### 2. Frontend Development
  * For Frontend Development, I worked in ReactJS <img alt="React" width="20px" src="https://raw.githubusercontent.com/github/explore/80688e429a7d4ef2fca1e82350fe8e3517d3494d/topics/react/react.png" />

### 3. Hosting and Data Storage
  * I used Firebase <img alt="Firebase" width="20px" src="https://raw.githubusercontent.com/github/explore/80688e429a7d4ef2fca1e82350fe8e3517d3494d/topics/firebase/firebase.png" /> for hosting and firebase realtime datbase for data storage

## Things I learned:
* Collecting Data for Machine Learning
* Data analysis and Processing for Machine Learning
* Developing Machine Learning Models
* Deploying ML models
* Developing Frontend in ReactJS for ML Applications
* Dockerization
* Gitub Action CI/CD
* Using Google Cloud Console

## Milestones:
### Version 1.0:
- [x] Create a Linux Distro Library with all their features (Only Distros that can be used as Desktop, are active for more than 10 years are included)
- [x] Collect Data for Machine Learning
- [x] Develop Machine Learning Model
- [x] Develop pages for Website
- [x] Develop Arc'Ion and his Speech System
- [x] Develop Questionnaire System
- [x] Develop Input Vector From responses
- [x] Integrating Tensorflow.Keras Model into Website using TensorflowJS, host model on firebase
- [x] Host version 1.0 on Firebase
### Version 1.5:
- [x] Upgrade to React 18
- [x] Updrade to mui
- [x] Move Linux Distro Library and Questions to Firebase
- [x] Move TensorFlow Model to firebase using firebase-admin
### Version 2.0:
- [ ] Setup CI/CD using Github Actions
- [ ] Develop a Python Backend for the Application
- [ ] Use TensorFlow Model with Python Backend
- [ ] Dockerize the solution
- [ ] Host version 2.0 on Vercel
### Version 3.0:
- [ ] Include Linux Distros that are Active for 5 or more years and can be used as Desktop
- [ ] Re-Collect the Training Data
- [ ] Re-Train the Model and Deploy it
- [ ] Host version 3.0 on Vercel
### Version 4.0
- [ ] Include Linux Distros that are Active for 5 or more years and are special purpose
- [ ] Re-Collect the Training Data
- [ ] Re-Train the Model
- [ ] Host version 4.0 on Vercel

# <br />

<h3 align="left">Connect with me:</h3>
<p align="center">
<a href="https://haidersultanarc-hs.web.app/"><img src="https://img.shields.io/badge/-Haider%20Sultan-3423A6?style=flat&logo=Google-Chrome&logoColor=white"/></a>
<a href="https://linkedin.com/in/haidersultanarc"><img src="https://img.shields.io/badge/-HaiderSultanArc-0077B5?style=flat&logo=Linkedin&logoColor=white"/></a>
<a href="mailto:haidersultanarc@gmail.com"><img src="https://img.shields.io/badge/-haidersultanarc@gmail.com-D14836?style=flat&logo=Gmail&logoColor=white"/></a>
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