A sleek web app built with Flask, leveraging Gaussian Naive Bayes for instant, reliable loan approval predictions. It’s deployed on Railway, ensuring seamless access for all.

🌟 Key Features:

1. User-Friendly Design: Simple loan application form with real-time validation.
2. AI-Powered Insights: Predictions made using a trained machine learning model.
3. Personalized Feedback: Tailored results based on your input.
4. Error Handling: Intuitive error pages guide users effectively.
5. Cloud Accessibility: Deployed online, fully containerized with Docker.

🔧 Tech Stack:

1. Backend: Python + Flask
2. Frontend: HTML/CSS for clean and responsive UI
3. ML Model: Gaussian Naive Bayes for classification
4. Deployment: Docker for containerization and Railway for hosting

📋 How It Works:

1. Fill out a simple form.
2. Inputs are validated to ensure accuracy.
3. The machine learning model predicts your loan status.
4. Receive instant, personalized feedback.

🎉 Highlights of Your Journey:

1. Built an end-to-end machine learning pipeline.
2. Gained hands-on experience in Docker and cloud deployment.

🔗 Explore LoanEase:
Live Demo: https://lnkd.in/ed4P8gFG

𝘾𝙖𝙩𝙘𝙝 𝙩𝙝𝙚 𝙫𝙞𝙙𝙚𝙤 𝙛𝙤𝙧 𝙖 𝙦𝙪𝙞𝙘𝙠 𝙩𝙤𝙪𝙧! 🎥👇

📌 ᴀʀᴇ ʏᴏᴜ ɪɴᴛᴏ ᴅᴀᴛᴀ ꜱᴄɪᴇɴᴄᴇ, ᴀɴᴀʟʏᴛɪᴄꜱ, ᴏʀ ᴠɪꜱᴜᴀʟɪᴢᴀᴛɪᴏɴ? ʟᴇᴛ’ꜱ ᴄᴏɴɴᴇᴄᴛ—ɪ’ᴅ ʟᴏᴠᴇ ᴛᴏ ᴄʜᴀᴛ ᴍᴏʀᴇ ᴀʙᴏᴜᴛ ɪᴛ!

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