My Conversation with Local Tech Leaders
Part of the reason I joined the tech space and SingleStone was so that I could wear a baseball hat and t-shirt every day and learn cool things…
Collaboration: The Heartbeat of the Daily Stand-Up
It’s no surprise that collaboration within and across teams is critical to productivity, but it’s surprising how hard it is to get right. Consider that in a 2017…
Level Up Your Python Game
TLDR Here are a few tips to add to your Python projects to increase robustness and quality: Type hinting Pure functions Leaving init.py alone Pylinting Using data classes…
How Insurers Can Use Data to Drive Digital Transformation
We are waist-deep in the information age. The ability to collect, ingest, process, and simply access data from many different resources is critical to maintaining a competitive edge…
Combat the Great Resignation: Use Data to Improve Employee Experience
People and work patterns change year after year—with or without a pandemic. But data shows that COVID-19 has caused a monumental shift in our work patterns today. Which,…
Data Governance is the Key to Your Business’s Data-Driven Future
Many businesses are starting to see the benefits of capturing quality data. With data, businesses make better, more informed decisions; strategically approach problems; invest in the right things;…
MLOps Basics (Part IV)
So far in our MLOps journey, see MLOps Basics (Parts I-III), we have created ML research and ML model-building pipelines as well as saved them in serialized form. Saving models this way allows us…
Continue ReadingIntroduction to MLOps: A Guide to Getting Started (Parts I-III)
Part I: What is MLOps? MLOps (Machine Learning Operations) is the practice of combining the lessons learned from DevOps for the productionalization of machine learning. Its role is…
Data-Driven Behavior Change: The Responsible Way
One of the things that drew me to data 25 years ago was its very intimate, non-obtrusive way of telling the human story. It seems weird given how we perceive data engineering as…