Stephen David-Williams
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Data pipelines with Python and SQL - Part 2

Sep 12, 202314 min read

Using Python & SQL to build a real-world ETL pipeline and dashboard · Preface ✨ In part 1, we explored the concept of data pipelines, how Python and SQL...

Data pipelines with Python and SQL - Part 2

Data pipelines with Python and SQL - Part 1

Sep 1, 20239 min read

Preface🌟 Data engineering’s key objective is turning raw data into valuable and usable information. A key component of this process is called a data...

Data pipelines with Python and SQL - Part 1

How to pretty print JSON files in Python

Aug 1, 20233 min read

Preface📃 JSON is a powerful data format that machines and API endpoints use to talk to each other with. But JSON in its raw form can be difficult to...

How to pretty print JSON files in Python

Unit testing in data engineering with Python 🔧🐍

Jun 18, 202311 min read

What is unit testing?🤔🧪 Unit testing is an automated test that verifies an individual unit of code is operating as it’s expected to. This can mean...

Unit testing in data engineering with Python 🔧🐍

SOLID principles for Spark applications

Jun 6, 202323 min read

Where PySpark meets SOLID principles💥 · Preface🚀 This blog post explores whether PySpark can incorporate SOLID principles for data engineering...

SOLID principles for Spark applications

Functional programming in data engineering with Python - Part 2

May 23, 202316 min read

Preface🚀 💡In part 1 of our "Functional programming in data engineering with Python" series, we explored some of the principles and techniques that...

Functional programming in data engineering with Python - Part 2