Personal Finance ML Project with Django | End-to-End Credit Score Prediction System with Django
Build a Personal Finance Machine Learning Project with Django and learn how to predict credit scores using Random Forest Regressor in a real-world web application! 🚀
In this video, I’ll walk you step-by-step through a complete Django + Machine Learning integration project, including project structure, ML model training, EDA notebooks, and deploying the trained model inside a Django app for live predictions.
This project is perfect for:
Data Science students
Machine Learning beginners
Django developers
Final year projects
Portfolio building
AI & ML enthusiasts
You’ll see how financial data is processed, how the model is trained using Scikit-learn, and how it is integrated into a Django web application for real-time credit score prediction.
Whether you are learning Python, Django, Machine Learning, Data Science, or AI, this project will level up your practical skills.
🎯 What You Will Learn
✅ How to build a Credit Score Prediction System
✅ Django project structure explained
✅ Machine Learning model training workflow
✅ Random Forest Regressor implementation
✅ Integrating ML model into Django
✅ Creating prediction forms in Django
✅ Running the project locally
✅ How to get the full source code
⏱️ Video Chapters
0:00 – Welcome & Project Introduction
0:03 – What This Credit Score ML Project Covers
0:36 – Complete Project Folder & File Structure Explained
3:15 – Exploring the Django Application
3:25 – Entering Financial Data to Predict Credit Score
3:40 – Key Features of the Web App Demonstration
4:15 – Testing the Django ML App Again
5:00 – How to Download & Use the Source Code
5:43 – Final Thoughts & Wrap Up
🧠 Machine Learning Details
Model Used: Random Forest Regressor
Training Dataset: personal_finance.csv
EDA & Training: Jupyter Notebooks Included
Prediction Pipeline: final_credit_score_model.pkl
Framework: Django 4+
Language: Python 3.8+
💻 Project Structure Overview
Data folder with financial dataset
ML notebooks for EDA and model training
Saved ML models
Django backend application
Templates for frontend UI
SQLite database
Complete project documentation
🔗 Connect With Me & Get the Project
💼 LinkedIn – Let’s connect professionally:
/ ahmad-azhar-518231294
💻 GitHub – Explore more ML & Django projects:
https://github.com/MuhammadAhmadBhutta
🐦 X (Twitter) – Follow for updates & tech insights:
https://x.com/BestThe34569?s=09
📊 Kaggle – Check out my data science work:
https://www.kaggle.com/muhammadahmadb...
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🎥 20 Video Titles (≤75 Characters)
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🏷️ Tags
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