29 lines
829 B
Markdown
29 lines
829 B
Markdown
# Test Score Predictor
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## Overview
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This is a machine learning service that predicts test scores based on the number of hours studied. The service uses a pre-trained linear regression model and provides both a web interface and API endpoints for predictions.
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## Features
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- Test score prediction based on study hours
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- Web interface for easy interaction
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- RESTful API for programmatic access
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- Containerized with Docker
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- CI/CD pipeline with GitHub Actions
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- Environment variable configuration
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## Architecture
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The service is built using:
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- FastAPI for the web framework
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- Scikit-learn for the machine learning model (Linear Regression)
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- Docker for containerization
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- GitHub Actions for CI/CD
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## Documentation
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- [API Reference](api-reference.md)
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- [Model Information](model-info.md)
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- [Getting Started](getting-started.md)
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