Contact person: Business Client

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Location: Buraidah, Saudi Arabia

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"Hello,
I need help developing a Python machine learning model for my university AI course.
The project is about predicting students’ final grades based on several input features.

Project Overview:
I want a regression model (preferably Linear Regression using scikit-learn) that predicts a student’s final grade based on factors such as:
• Study hours
• Attendance percentage
• Assignments score
• Quizzes score
• Class participation

What I need from you:
1. Clean and prepare the dataset (I can provide a sample CSV file).
2. Train and test the model using an 80/20 split.
3. Use evaluation metrics like MAE, MSE, and R² score.
4. Provide a Python file with clean, well-commented code.
5. Include a simple plot comparing actual vs predicted values.
6. Provide a short explanation of the steps taken.

Notes:
• This project is for educational purposes.
• After we agree, I will share the dataset and any extra details.

Please let me know your experience with similar ML projects and your estimated time to complete it.
Thank you!" (client-provided description)