PostgreSQL, or Postgres for short, comes with many out-of-the-box features that make it very popular among developers and data engineers.

In an advancing age of improved data analysis, more and more enterprises are adopting business intelligence and analytics tools to benefit the company.

Modern DevOps practices of continuous testing, integration, deployment/delivery, and monitoring form the backbone of a smooth deployment pipeline that continuously feeds back into itself for improvement. 

Using containers to simplify the deployment of complex applications is more than just a trend these days. Many new apps are being developed and released as microservices running in individual containers.

Building an effective knowledge graph requires a combination of technical skills (data science and data engineering) and domain knowledge. These skills are especially important when trying to build a knowledge graph for commercial real estate data as it has many unique challenges to construct.