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ghiles idris's Projects

etl_star_schema_music_data icon etl_star_schema_music_data

This repository houses an ETL pipeline that processes music data sourced from a music application. The pipeline retrieves data from logs and files, transforms it, and loads it into a star schema in a PostgreSQL database

filmanalysis icon filmanalysis

This project aims to collect data on movies from different websites using web scrapping technique. This data is then presented to the user via a user interface built with Flask. The user can choose a movie and display the associated data.The project is deployed with Docker file

gcp_streaming-crypto-etl icon gcp_streaming-crypto-etl

This project involves creating a pipeline for real-time cryptocurrency data using modern technologies. The pipeline fetches data from Kucoin API, processes it using kafka and Spark Streaming on a DataProc cluster, and stores it in BigQuery. Apache Airflow orchestrates the process, while Terraform manages the infrastructure.

word-coud-movie-recommendation icon word-coud-movie-recommendation

This project retrieves movie data using web scrapping, creates a database on postgresql and finally displays a word cloud of user reviews and recomendation on a specific movie created in a UI with Dash. a film recommendation system was developed using Principal Component Analysis and K-Means clustering. The project is deployed with Docker compose

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