Bike Sharing Demand Prediction Using Python & Machine Learning

Project Highlights:
Daily Bike Demand Prediction
Hourly Bike Demand Prediction
Data Preprocessing
Exploratory Data Analysis
Pre-Trained ML Models
Weather & Seasonal Analysis
R² Score, MSE & RMSE Evaluation
CSV Dataset Integration
Deployment-Ready Files
Python Machine Learning Project


Technologies:
Python
Machine Learning
Data Science
CSV Dataset

Perfect for:
• College Students
• BCA / MCA Students
• Final Year Projects
• Python & ML Learners
• Data Science Projects

View Complete Project & Details:
https://updategadh.com/bike-sharing-demand-prediction/

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Hotel Price Prediction System Using Machine Learning

Build a practical Hotel Price Prediction project in Python that predicts hotel room prices in Saudi Arabia using:

- Number of Beds
- Customer Rating
- Total Reviews
- Room Size

Key Features:
- Random Forest Regression
- Streamlit Web Interface
- Interactive Price Prediction
- Market Data Explorer
- Model Performance Analysis
- SHAP Explainability
- Hotel Price Visualization

Technology: Python, Machine Learning, Streamlit, Pandas, Scikit-learn, SHAP

Suitable for BCA, MCA, B.Tech and final-year college projects.

Project Details:
https://updategadh.com/hotel-price-prediction/

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