Podcast 2: Production Model Monitoring
You want to scale your use of AI, but you are blocked by production issues. Which means that data scientists have to help deploy and maintain their models, which is costl...
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Podcast 1: Tackling the Challenges of Production Model Deployment with MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Augmented Analytics: Democratizing Insights and Empowering Business Users
Traditional data analytics has been revamped; this is the age of augmented analytics. Organizations are now making assured, confident decisions without relying on special...
Model Transparency and the Complication of Model-Based vs Model-Free Learning
Summary: High stakes models like those that allocate scarce resources to competing hospitals are headline news. New thinking contrasting model-based versus model-free...
Proxy Quantum Clouds and the JupyterHub
About 4 months ago, I wrote for this blog an article entitled “List of Quantum Clouds”. In that article, I listed 17 “quantum clouds”. By now, th...
Speedup by 10x the Hyperparameter tuning of ML applications on Kubeflow using FPGAs
Kubernetes is a great system for handling clusters of containers (whether on cloud or on-premise), but deploying and managing containerized applications for ML can be a c...
Predictability of Life Outcomes – Guess We Can’t Predict Everything
Summary: Whether trying to predict the life outcomes of disadvantaged kids or to model where ventilators will be most needed, a little humility is in order. As this stu...
Schmarzo’s Economic Digital Asset Valuation Theorem Formulas
I’ve had several folks tell me that if I can’t convert the “effects” in the Schmarzo “Economic Digital Asset Valuation Theorem” into mathematical equation...
DSC Podcast Series: AI: Taxonomy & Beyond
In today’s Data Science Central podcast, we will cover, at a high level, the main concepts of AI. We will give examples of what the areas of AI are, including Machine L...
New Books and Resources for DSC Members
We are in the process of writing and adding new material (compact eBooks) exclusively available to our members, and written in simple English, by world leading experts in...