Series

Python Programming

Dive into the dynamic world of Python programming and data. Learn various advanced techniques to master Python and its applications in data management, software design, and system behavior.

Articles in this series

Python Data Validation: Dataclasses vs. Pydantic

Jul 4, 20245 min read

Choosing Your Champion · Introduction After spending some time coding, you come to appreciate the real value of your data being right before you send it...

Python Data Validation: Dataclasses vs. Pydantic

pytest: Testing Data Jobs

Jun 17, 20244 min read

Keep Your Data Pipelines Smooth and Reliable · Introduction If you're working with data, you know how important it becomes to keep your pipelines running...

pytest: Testing Data Jobs

Parallel Transformation Pipelines in Python

Jun 12, 202410 min read

Introduction Functional Programming (FP) is a powerful approach to software development, especially when it comes to data transformation...

Parallel Transformation Pipelines in Python

Python Data Design Patterns

Jun 7, 20244 min read

Scalable Data Pipelines · Introduction If you have been in data for some time, you know that mastering the fundamentals is key. One really important...

Python Data Design Patterns

Building SOLID ETL Pipelines

Jun 6, 20244 min read

Best Practices · Introduction If you’ve ever worked on an ETL (Extract, Transform, Load) pipeline, you know how important is to keep the code clean,...

Building SOLID ETL Pipelines

Typing your Data in Python

Jun 3, 20244 min read

Clear your code with Type Hints · Introduction Did you ever looked at your code and wished you had a clearer idea of what types of data you're working...

Typing your Data in Python