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In the Project Workspace, I'll find a data set containing real messages that were sent during disaster events. I will be creating a machine learning pipeline to categorize these events so that you can send the messages to an appropriate disaster relief agency. This project will include a web app where an emergency worker can input a new message …
This project showcases the implementation of a data pipeline using Apache Airflow. Leveraging the OpenWeather API, it efficiently fetches real-time weather data and performs ETL processing. Results are seamlessly stored in AWS S3 buckets for further analysis. Moreover, the integration of Slack notifications ensures timely alerts to myself.
This projects showcases a Dimensional Data Warehouse model, utilizing random data from Public APIs to populate the DW. The fact table is transactional based. Data endpoints are available through an Flask based API.
This project involves development of a ETL data pipeline that allows streaming millions of Amharic and Swahili speech audio files and speakers providing transcription texts for data collection in a web platforms.
Reusable Modular ELT(Extract Load Transform) project for the traffic analysis data consisting of a warehouse using Postgresql, DBT(Data Build Tool) and Airflow.