Harnessing the Potential of Big Data in Post-Pandemic Southeast Asia
This paper is quite long and thorough. It is an interesting investigation into how Big Data can help countries (specifically in Southeast Asia) recover from the COVID-19 pandemic and build resilience to future pandemics through policy changes. - Katt Baum
Data & Analytics Recession Playbook
With a recession likely on the horizon, this article is a great reminder of the ways you can use your data more effectively to drive outcomes in your organization as the "belt tightens". - Blake Burch
Sustainability Patterns For Serverless Development - Data And Storage
Although the article is specifically approaching data storage from a serverless perspective, it highlights some important considerations. Data lifecycles are really important, both from an architectural standpoint (e.g. costs, compute power, access controls, etc) and a business standpoint (e.g. customer satisfaction, compliance, etc). - John Forstmeier
Data Quality Management 101
Data Quality is very important in the data industry. Keith gives a great breakdown on how to build a process to ensure you're using high quality data. - Jon Davidson
SHAP Values Explained Exactly How You Wished Someone Explained to You
I ran across the term SHAP from a different article, and the search rabbit hole led me to this article. The article does exactly as the title says. I appreciate the illustration of the power set, it really makes clear the changes between features and the parallels with game theory. - Eric Elsken
Math for Machine Learning
As a former math teacher, I am a sucker for math books. Vincent outlines some books to help data practitioners learn the base math skills to understand machine learning. - Steven Johnson