End to end Machine learning website from scratch

:globe_with_meridians: Loan Amount Prediction Magic :rocket::moneybag:
Welcome to our fantastic Streamlit-powered website that predicts your loan amount with a sprinkle of magic! :star2: This user-friendly platform mirrors the enchanting details from our machine learning project notebook, ensuring a seamless experience.

:crystal_ball: How It Works:
Just dive in! :swimming_man: 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, thereโ€™s more!

:hammer_and_wrench: Interactive Model Training:
Embark on a journey! :steam_locomotive: Before unleashing the magic, train our model from scratch. Explore interactive controls that make training a breeze. :magic_wand: Every checkbox, button, and page is interconnected, creating a spellbinding experience. Miss a step, and the results might dance unpredictably. :man_dancing::dancer:

:bar_chart: Small Data, Big Impact:
Witness the power of 1500 rows! :chart_with_upwards_trend: Despite its modest size, our data weaves a potent spell, ensuring accuracy and reliability. :milky_way:

:globe_with_meridians: Interconnected Pages and Controls:
Every page, checkbox, and button dances to the same magical tune. :notes: Itโ€™s a symphony of seamless navigation, ensuring you never miss a beat.

:rocket: Ready to Dive In? Click Here: Loan Prediction Wonder :rocket:

:+1: Donโ€™t Forget to Hit the Love Button! :heart::sparkling_heart:
Read, explore, and be enchanted! Your journey to loan prediction awesomeness begins here. :rocket::dizzy:

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