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Mastering Relational Databases in Python: From Psycopg2 to SQLAlchemy with a Real Project

4 min readMay 6, 2025

📜 Prelude: A Tale of Two Libraries

Once upon a repo in the kingdom of Python, a developer (you!) stood at the crossroads of working with PostgreSQL. Two powerful paths appeared:

  • Psycopg2 — the sharp sword of raw SQL, mighty but manual.
  • SQLAlchemy — a magical staff, harnessing the arcane arts of ORM.

In this tale, we will walk both paths, one after another, using the Student Enrollment System — a classic yet evergreen RDBMS example.

🏗️ Project: Student Enrollment System

We have three mighty tables:

  • students: Stores each learner's details.
  • courses: Holds course information.
  • enrollments: A bridge table showing who enrolled in what.

Let’s first create this project using psycopg2, then recreate it with SQLAlchemy ORM.

⚙️ Setup

🧱 Install PostgreSQL 16 (already done!)

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Aditya Mangal
Aditya Mangal

Written by Aditya Mangal

Tech enthusiast weaving stories of code and life. Writing about innovation, reflection, and the timeless dance between mind and heart.

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