Loan Amount Prediction Magic 
Welcome to our fantastic Streamlit-powered website that predicts your loan amount with a sprinkle of magic! 
This user-friendly platform mirrors the enchanting details from our machine learning project notebook, ensuring a seamless experience.
How It Works:
Just dive in! 
Enter your gender, marital status, education, dependents, income, loan amount, and credit history. Our website, like a wizard, taps into a machine learning model, predicting your loan approval and the eligible amount. But wait, there’s more!
Interactive Model Training:
Embark on a journey! 
Before unleashing the magic, train our model from scratch. Explore interactive controls that make training a breeze. 
Every checkbox, button, and page is interconnected, creating a spellbinding experience. Miss a step, and the results might dance unpredictably. 
Small Data, Big Impact:
Witness the power of 1500 rows! 
Despite its modest size, our data weaves a potent spell, ensuring accuracy and reliability. 
Interconnected Pages and Controls:
Every page, checkbox, and button dances to the same magical tune. 
It’s a symphony of seamless navigation, ensuring you never miss a beat.
Ready to Dive In? Click Here: Loan Prediction Wonder
Don’t Forget to Hit the Love Button! 
Read, explore, and be enchanted! Your journey to loan prediction awesomeness begins here. 