Predict House Prices Using Machine Learning | AI Project 100: Journey of Innovation | Project 02
Welcome to 1itech! In this tutorial, we demonstrate how to use our House Price Prediction App to estimate the price of a house based on various features.
🔍 What You'll Learn:
Introduction to the House Price Prediction App
Overview of the data analysis and model creation process
How to input house details to get a price prediction
Detailed explanation of the app's features
Our app leverages machine learning techniques, including linear regression, to provide accurate price estimates. Watch as we walk through the entire process, from data analysis to making predictions.
📊 Model Evaluation:
Best Cross-Validation R2 Score: 0.727
R2 Score on Test Set: 0.720
Mean Absolute Error: 0.128
Mean Squared Error: 0.030
🌐 Connect with Us:
Email: [email protected]
LinkedIn: / mohammed-sharaf-921079256
GitHub: https://github.com/MrMYMSharaf
📌 Don't forget to like, share, and subscribe for more tech tutorials!
🔗 Useful Links:
Full project code: [https://github.com/MrMYMSharaf/1itech...]
#MachineLearning #DataScience #HousePricePrediction #TechTutorial #1itech"
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