MBA guide: 8 resources to go from the spreadsheet to the command line
This article was written by Daniel McAuley. I recently had the pleasure of speaking on a few panels about analytics to my fellow MBA students and alumni, as well as many ...
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Demystifying the AI Infrastructure Stack
As companies increase their investments in artificial intelligence (AI), there is growing pressure on developers and engineers to deploy AI projects more quickly and at g...
How COVID-19 is Likely to Change Your AI Strategy
Summary: COVID-19 and the changes it creates in the business environment for the next 12 to 24 months means our current AI strategies need to thoroughly reviewed and pr...
5 Ways to Empower Your Team and Scale Innovation
Martin Hughes, MBA Director for J.E. Cairnes School of Business & Economics at the National University of Ireland Galway, recently asked me to present to his MBA clas...
Podcast 4: Production Model Governance: 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...
Podcast 3: Production Lifecycle Management: 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...
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...
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...