MAWGS - Interactive Learning for AI/ML

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  Supervised Learning Page

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  Linear Regression Page -upper half

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  Interactive Python Compiler

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  Landing Page

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  Linear Regression Page -lower half

Inspiration

Machine Learning is growing at a speed never seen before, yet its education is still a privileged people's game. As a result, AI - the technology that was supposed to take human's civilization to the next stage - is instead making the gap between the rich and the poor even larger, the AI practitioners nowadays are showing a strong tendency towards developing Machine Learning Empowered Applications targeting at serving the privileged classes only.

Here at MAWGS, we advocate for equal access towards AI Education, through offering people with all backgrounds access to our online interactive learning tools for free. Through the web service, we are trying to include those who don't have access to personal laptops to set up environments on, and those who don't have access to necessary mentorship in the field of AI.

What it does

Entry Level Learning for everyone who wants to learn more about AI/ML technology to write and run their own ML codes.

How we built it

JS with Vue, Python Compiler from Sphere-Engine API Hint Codes (within python compiler) for ML with pandas and sklearn

Challenges we ran into

Learning Front-end from scratch, it was super fun though.

Accomplishments that we're proud of

Integrated an API very new to me, learned the VUE framework

What we learned

JavaScript, VUE

What's next for MAWGS - Interactive Learning for AI/ML

So much more could be done!
To scale this product into production, we need more contents, database, and many many more tests for our users' notebooks.

Built With

• html5
• javascript
• python
• sklearn
• sphere-engine
• vue