O'Reilly logo

Mastering Scala Machine Learning by Alex Kozlov

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Chapter 10. Advanced Model Monitoring

Even though this is the last chapter of the book, it can hardly be an afterthought even though monitoring in general often is in practical situations, quite unfortunately. Monitoring is a vital deployment component for any long execution cycle component and thus is part of the finished product. Monitoring can significantly enhance product experience and define future success as it improves problem diagnostic and is essential to determine the improvement path.

One of the primary rules of successful software engineering is to create systems as if they were targeted for personal use when possible, which fully applies to monitoring, diagnostic, and debugging—quite hapless name for fixing existing issues in software ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required