Laptop's Best processor Predictor

Inspiration

I got inspired by seeing services and products that use Artificial intelligence and Machine learning. So, I got interested in making one

What it does

It is a Machine Learning Algorithm made with python which predicts which processor is best suitable for your laptop with the specified configuration. I have done web scrapping from Flipkart to get the product details and made it as DataFrame and used it for training my model

How we built it

I have used the package Beautifulsoup for web scrapping, Selenium for web drivers, Regular Expression for getting required patterns out of the scrapped data, Pandas for making the data as DataFrame, Tkinter for UI, Numpy, and sci-kit-learn for preprocessing, and for training our model I have used RandomForestClassifer

Challenges we ran into

I faced difficulty only when getting patterns out of the data because it is somehow collapsed

Accomplishments that we're proud of

Finally and Successfully I have made a Machine learning model that predicts the best suitable processor for your laptop. I'm proud of that

What we learned

What's next for Laptop's Best processor Predictor

I would like to Embed my Model with a Web-App. So everybody could try it

Built With

• artificial-intelligence
• data-science
• machine-learning
• python