Data Engineering Zoomcamp Final Project
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Updated
Jul 14, 2024 - Jupyter Notebook
Data Engineering Zoomcamp Final Project
Real-time data pipeline for collecting, processing, and visualizing telemetry data from Assetto Corsa Competizione using Mage, Kafka, PostgreSQL, and Metabase for interactive insights into vehicle performance and driver statistics.
Datatalks Club Free Data Engineering Zoomcamp Project
DE Zoomcamp 2024 Final Project 🧙
Using Mage.ai orchestration tool for ETL process
Using machine learning, feature engineering, and web scraping, I created an end-to-end laptop price prediction website by scraping data from a popular Iranian source. Empowering users with accurate pricing estimates and model comparisons
This project is a Data Engineering solution implemented to validate the data types of columns in PostgreSQL tables in a DataMart. It aims to validate whether the data stored in tables conforms to the expected data types, improving data integrity and reliability.
Automated script developed in Mage.ai to monitor and validate the status of AWS DMS CDC tasks, ensuring data integrity and synchronization. Sends notifications for any detected validation issues.
This script automates cleaning up a specific folder in an S3 bucket, deleting all objects within it. It uses secure AWS credentials and is built on the Mage.ai platform. Additionally, the roadmap includes approach handling and logging for greater robustness and monitoring.
🚕 Performing Data Analytics on NYC Taxi data using GCP and MageAI
Data Engineering Swiss Air Quality
An ETL Pipeline built over GCP and orchestrated by Mage, which involves Extracting Data from GCS Bucket, building Dimensional Model, loading the Data into BigQuery and a Looker Dashboard for further analysis.
pokéFastApi: A backend API with Docker Compose integration for retrieving and searching Pokémon data using FastAPI and DuckDB.
The AWS DMS Task Restart and Status Checker is a Python script designed to restart various AWS Database Migration Service (DMS) tasks and check their status. This script leverages AWS SDK (Boto3) and Mage.ai for DMS task integration and management, ensuring efficient and reliable task handling.
Terraform provider to manage Mage AI
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