Python is well known for its simplicity and many resources that can help you. Not only do we have many different resources in our community but we also have a lot of helpful resources inside Python standard libraries. One that is really useful for example is a decorator named “cache”…

Data Science projects that will help you land your dream job — Data science is a hot field right now, and there is no better way to show that you are qualified for the job than by doing your own data science projects. In this blog post, we will look at 7 data science projects that you can do with your free…

How to automatically build your Docker images; a case study. — Jenkins is a self-contained, open-source automation server with packages for Windows, Mac OS X, and other Unix-like operating systems. If you visit the project’s landing page, it informs you that Jenkins is the leading open-source automation server, with hundreds of plugins to support building, deploying, and automating any project. This…

A Curated List of the Best Kaggle Notebooks from 2021 — Be sure to subscribe here or to my exclusive newsletter to never miss another article on data science guides, tricks and tips, life lessons, and more! Introduction I love Kaggle. When I started my journey learning data science, Kaggle was one of the main resources that accelerated my learning. …

I’ve recently been developing and operating a lot more on the Airflow platform. While doing this development, there was always the challenge of communicating the parts of your DAG effectively without the developer or operator having to open the DAG code to understand how it functions. Whilst trying to find…

Increase your breadth of knowledge with these major engineering topics — I was pretty late to the non-fiction party. I started reading books relating to software engineering when I became a senior. …

A framework proposal for Apache Airflow — This is the second article about why Data Engineers shouldn’t write Airflow DAGs. In this new article, we are going to introduce a framework proposal for Apache Airflow. This article aims to shed some light on how building a framework can help you solve some of the problems related to…