Discussing the power — and pitfalls — of advanced analytics.
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;…
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 ReadingPart 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…
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…
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…
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…
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…
The Lakehouse Databricks introduced the Lakehouse to describe a unique set of principles that have emerged in the industry. At its core, it is a hybrid of two…
I entered the world of data in the 1990s, before the terms “Big Data” and “Data Scientist” existed. Today, we tend to think of data science as a relatively new phenomenon. But the impact…
Continue ReadingSingleStone is thrilled to share that top data scientist Jonathan Kuhn has joined the firm as its Data Technical Director. With more than 20 years of experience in…
When starting a new project, it’s a good idea to evaluate your data storage needs. I’m going to shy away from the term database and instead, I’ll use…
Risk management: five ways Big Data can keep your organization protected The amount of data available to the financial services industry increases exponentially each day. Financial markets and…
Data Engineering: then and now Data Engineering is a relatively new concept, although the skills have been around for some time. If you Google around you will find…
Keeping up with BIG Data How do you feel when you hear the words Big Data? Ominous? Intimidated? Overwhelmed? Whether you have positive or negative feelings towards the…
SingleStone is proud to announce that Reggie Moore has joined the firm’s Data Solution as its Data Technical Director. With more than 20 years of experience in the data industry, Moore is joining SingleStone from Axis Partners,…
SingleStone is proud to share that Vida Williams, the firm’s Chief Diversity Officer and Head of Data Analytics, will be giving the opening keynote as well as serving…
It’s time to think beyond compliance, focus on your customers, and ultimately differentiate yourself from the competition. How? We’ll show you. What’s Good for Customers is Good for…
Enjoying your work feels like a life goal for many. For Yale Waller, data wiz at SingleStone, he loves his work because he intentionally chose his field. Find…
This post about data collection is co-authored By Tricia Dunlap (Esq., CIPP/US) of Dunlap Law PLC and Ben Nelson, tech lead at SingleStone. In recent years, many businesses…
If you’re using data to make decisions, you need solid engagement architecture to understand how you got to those decisions. This is part two of a two-part series…