This project demonstrates a serverless application to process and store IoT sensor data in real time, with data visualization using Tableau.
- Simulate IoT Sensor Data: Generate temperature and humidity data using Python.
- Real-Time Data Processing: AWS Lambda processes and stores data in DynamoDB.
- Data Export: Export DynamoDB data to CSV for Tableau integration.
- Visualization: Tableau dashboards to analyze sensor trends and insights.
- AWS Lambda
- AWS S3
- DynamoDB
- CloudWatch
- Tableau
- Python
- Run
iot_sensor_simulation.py
to upload sensor data to S3. - AWS Lambda processes the data and stores it in DynamoDB.
- Run
export_dynamodb_to_csv.py
:python export_dynamodb_to_csv.py