tandrimasingha / price-predictive-system-web-app

This is a price prediction system where we can predict the current price of certain items. The items include Car, Gold, Bitcoin, Mobile and Avocado price.

Price Predictive System Web App

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About the Web App

Price Predictive System is a web app build with StreamLit where we can predict the price of different items which includes Car price, Gold price,Bitcoin price,Mobile price,Avocado price

Structure

• When we open the app we reach the home page where we have option to select whose price we want to know from the navigation bar.
• All the predictive page is conneceted with a Machine Learning Model which uses different ML algorithm to predict the price
• In the predictive page there are certain features which will be taken as input from the user.
• After evaluation the featues the model predicts the price.
• We can use it in real-world application

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🛠  Tech Stack

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Libraries Used

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🔴 This app is used to predict the price of these items-->

Items	Features
Car Price	Predict the price of Car with 89% accuracy
Gold Price	Predict the price of Gold with 98%accuracy
Bitcoin Price	Predict the price of Bitcoin with 99% accuracy
Mobile Price	Predict the price of Mobile
Avocado Price	Predict the price of Avocado with 87% accuracy

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Deployment of the Project

After the modeling part the model is deployed using Streamlit library on Streamlit Share so that the app is available for usage for everyone.

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Link to my WebApp ->>

https://share.streamlit.io/tandrimasingha/price-predictive-system-web-app/main/app.py

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WebApp Visualization-->