MLOps Special Issue

4 Posts

Different models in production
MLOps Special Issue

ML in Production: Essential Papers

Deploying models for practical use is an industrial concern that generally goes unaddressed in research. As a result, publications on the subject tend to come from the major AI companies.
2 min read
Craig Wiley speaking
MLOps Special Issue

MLOps for All

Craig Wiley has journeyed from the hand-deployed models of yore to the pinnacle of automated AI. Today, as chief product manager of Google Cloud’s AI services, he’s making advanced tools and processes available to anyone with a credit card.
3 min read
Graph showing types of phishing attacks
MLOps Special Issue

24/7 Phish Fry

Foiling attackers who try to lure email users into clicking on a malicious link is a cat-and-mouse game, as phishing tactics evolve to evade detection. But machine learning models designed to recognize phishing attempts can evolve, too, through automatic retraining and checks to maintain accuracy.
2 min read
Original vs processed image checking for leaks on a compressor
MLOps Special Issue

Super-Human Quality Control

A computer vision model, continually trained and automatically updated, can boost quality control in factories. Landing AI, a machine learning platform company led by Andrew Ng, helped a maker of compressors for refrigeration check them for leaks.
2 min read

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