📉👥 Customer Churn Prediction – Python Project 🐍🤖
Predict which customers are likely to leave a business using machine learning! This project is a must-have for data science and business analytics learners.
🔍 Key Features:
🧠 Classification model using Python & Sklearn
📊 Works with real-world customer data
📦 Logistic Regression / Random Forest models
💼 Great for telecom, banking & SaaS businesses
🆓 100% free with complete source code
🔗 Download & Source Code:
👉 Customer Churn Prediction – Python
📢 For more ML, AI, and business-focused Python projects:
🔗 https://t.me/Projectwithsourcecodes
🚀 Predict and prevent churn with smart analytics!
#CustomerChurnPrediction #PythonProject #DataScience #MachineLearning #ChurnModel #BusinessAnalytics #OpenSourceCode #FinalYearProjects #Projectwithsourcecodes
Predict which customers are likely to leave a business using machine learning! This project is a must-have for data science and business analytics learners.
🔍 Key Features:
🧠 Classification model using Python & Sklearn
📊 Works with real-world customer data
📦 Logistic Regression / Random Forest models
💼 Great for telecom, banking & SaaS businesses
🆓 100% free with complete source code
🔗 Download & Source Code:
👉 Customer Churn Prediction – Python
📢 For more ML, AI, and business-focused Python projects:
🔗 https://t.me/Projectwithsourcecodes
🚀 Predict and prevent churn with smart analytics!
#CustomerChurnPrediction #PythonProject #DataScience #MachineLearning #ChurnModel #BusinessAnalytics #OpenSourceCode #FinalYearProjects #Projectwithsourcecodes
Update Gadh
Best Customer Churn Prediction System Using ML and Python
The Customer Churn Prediction System is a simple web app made with Streamlit. It looks at customer data and tries to guess which customers
📸✅ Automated Attendance System – Python Project 🐍🎓
Say goodbye to manual roll calls! This smart system uses face recognition to automatically mark attendance. A practical AI project for students and developers.
🔍 Key Features:
👁️ Face detection & recognition
🕒 Real-time webcam integration
📦 Built using Python, OpenCV, and face_recognition
📄 Records attendance in Excel/CSV
🆓 Fully open source and customizable
🔗 Download & Source Code:
👉 Automated Attendance System – Python
📢 For more AI, ML, and Python-based academic projects:
🔗 https://t.me/Projectwithsourcecodes
🚀 Bring automation to your classroom or office!
#AttendanceSystem #FaceRecognition #PythonProject #OpenCV #MachineLearning #StudentProject #AIProjects #OpenSource #Projectwithsourcecodes
Say goodbye to manual roll calls! This smart system uses face recognition to automatically mark attendance. A practical AI project for students and developers.
🔍 Key Features:
👁️ Face detection & recognition
🕒 Real-time webcam integration
📦 Built using Python, OpenCV, and face_recognition
📄 Records attendance in Excel/CSV
🆓 Fully open source and customizable
🔗 Download & Source Code:
👉 Automated Attendance System – Python
📢 For more AI, ML, and Python-based academic projects:
🔗 https://t.me/Projectwithsourcecodes
🚀 Bring automation to your classroom or office!
#AttendanceSystem #FaceRecognition #PythonProject #OpenCV #MachineLearning #StudentProject #AIProjects #OpenSource #Projectwithsourcecodes
Update Gadh
Best AI-Powered Automated Attendance System
If you're looking for a modern and impactful final year project, this AI-Based Automated Attendance System is the perfect choice.