Frequently, the “crawl, walk, run, fly” metaphor is used when describing the path to implementing a scalable data science practice. There are a lot of problems with this concept, not the least of which is the fact there is already motion involved. People are already doing BI work, often complex work enabling high value results. […]
Generative AI
Tune the dials to optimize your Spark machine learning pipeline
Tuning Spark for your machine learning pipeline can be a complex and time consuming process. Store and compute play a different role for your Spark cluster in different stages of your machine learning pipeline. Spark defaults are never the right way to go. It makes more sense to know what settings are most effective at […]
Preparing for Project Cortex and the Future of Knowledge Management
What if you had a Wikipedia of all of the topics that are being discussed at work? How would that change your productivity? Imagine a place that had an explanation for the acronyms, pages with information about the projects and processes at work linked to the experts, files, meetings. Imagine a way to navigate who […]
Coronavirus Pandemic in the Age of Digital
As the Coronavirus pandemic (COVID-19) continues to spread across the US and other countries and the administration announces free testing for the Coronavirus, the markets are also experiencing unusual volatilities. Also, we are seeing fears continue to grow amongst the public with state emergencies being declared, school district closures, and officials advising people to stay […]
The Role of Artificial Intelligence in the COVID-19 Pandemic
The administration has announced they are now planning for a potential 18-month COVID-19 pandemic as the situation continues to evolve and the severity of the virus is becoming more apparent. Confirmed cases are doubling over short periods of time and forecasted projections are uncovering multiple waves of the virus are yet to come. All this […]