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…
What Makes A Great Dashboard And Why?
It’s hard to say what we enjoy more. Making sense of big data is our passion. But designing and building dashboards is our bread and butter. When we…
Setting Up Your Python Environment
If you run into issues with versioning and package management when working on multiple Python projects, don’t worry, you’re not alone. I will introduce two projects to hopefully…
AWS CloudFormation: IaC at Enterprise Scale
One of the first IaC solutions, AWS CloudFormation, provisions infrastructure according to a declarative template that defines the desired state. Originally JSON only, these templates can now be…