Inspiration
we waste about two-thirds of the roughly 100 quads (quadrillion Btu) of energy we consume each year, whereas 940 million (13% of the world) do not have access to electricity and this is a major concern as because of high amount of electricity we get there is a large amount of it that gets wasted every year that's why to save environment for our future generation we thought about this amazing project i.e. *Electron: Green it up! * which predicts the amount of electricity that is needed !
What it does
Electron is a machine learning model that predicts the amount of energy that is need so that we can save it.
How we built it
We used Jupyter notebook to train the model and kaggle to get the dataset
Challenges we ran into
This was our first time working on a machine learning project, it was tough to get the data cleaned after a lot of effort we were able to train our model but unfortunately because of lack of experience and knowledge we were not able to add it with out website.
Accomplishments that we're proud of
We are proud that on our first attempt as a complete beginner we were able to train our own model
What we learned
we learned how to get the correct data, steps to train a model, data cleaning.
What's next for Electron: Green it up!
we will be looking forward to add in a website and make it even more accurate in future!
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