Remove Data Validation Remove Entertainment Remove PostgreSQL
article thumbnail

Metal as a Service (MaaS): DIY server-management at scale

LinkedIn Engineering

The anticipated outcome was meant to be a thin layer that would perform data validation, update external sources to reflect that submitted servers are about to be mutated and submit these hosts to a downstream service for further action. Managing data replication for data in PostgreSQL could have been more robust.

article thumbnail

30+ Data Engineering Projects for Beginners in 2025

ProjectPro

This project will help analyze user data for actionable insights. And Plotly is used to visualize the surf data stored in the Postgres database. Tech Stack: AWS, PostgreSQL, Python, Surfline API. The data can then be stored in a CSV or JSON format and loaded to AWS S3 for storage.