Add house price prediction

[SayantikaLaskar]

Issue #220

House Price Prediction Using Machine Learning

Overview:
The House Price Prediction project, empowers to forecast residential property prices using machine learning. This hands-on project covers data collection, preprocessing, feature engineering, model selection, and deployment.

Key Features:

• Data Preprocessing: Clean and prepare data for analysis.
• Exploratory Data Analysis: Uncover patterns and insights.
• Feature Engineering: Enhance model performance with meaningful features.
• Model Training: Experiment with algorithms like Linear Regression and Random Forest.
• Evaluation and Tuning: Optimize model accuracy using various metrics and hyperparameter tuning.
• Deployment: Implement the model via a web interface or API.

[github-actions]

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. In the meantime, please ensure that your changes align with our CONTRIBUTING.md. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

[SayantikaLaskar]

@sanjay-kv please look into the files