Reference no: EM133887040 , Length: word count:2000
Assessment - Industry Project
Purpose: This assessment requires students to provide a report discussing the implementation details and evaluation strategies for their Capstone Project and give a demonstration of their project. This assessment contributes to learning outcomes d and e.
Task Details:
The report must include:
Project implementation details: systematic implementation details and steps of the project
Evaluation strategy and plan: discussion of the strategy undertaken to evaluate the project
Evaluation results: analysis and discussion of the results of project testing Get professional assignment help service now!
Ethical issues: identify and discuss ethical issues related to technology or methods used for implementation
Demonstration: The groups will demonstrate their project in terms of functionality, features, and usability.
# Student Dashboard
An interactive dashboard for tracking and analyzing student performance metrics.
## Features
- Student performance tracking across different subjects
- Machine learning-based pass/fail predictions
- Interactive visualizations of study hours and exam scores
- Attendance rate monitoring
- Weekly performance trends
## Setup
1. Install the required packages:
```bash
pip install -r requirements.txt
```
2. Run the dashboard:
```bash
python student_dashboard.py
```
3. Open your web browser and navigate to `https://127.0.0.1:8050` to view the dashboard.
## Data
The dashboard uses student performance data stored in `data/student_performance_dataset.csv`. If the file is not found, the application will generate sample data automatically.
## Usage
1. Select a student from the dropdown menu to view their performance metrics
2. Use the sliders to input study hours and attendance rate for pass/fail prediction
3. Explore the interactive graphs showing:
- Study hours vs exam scores
- Subject-wise performance
- Weekly attendance and study hour trends
Assessment type: Project Report (2000 words; group 1500 words, individual 500 words)