Machine Learning Model Serving Patterns and Best Practices
Md Johirul Islam
Broschiertes Buch

Machine Learning Model Serving Patterns and Best Practices

A definitive guide to deploying, monitoring, and providing accessibility to ML models in production

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Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational use Key Features:Learn best practices about bringing your models to production Explore the tools available for serving ML models and the differences between them Understand state-of-the-art monitoring approaches for model serving implementations Book Description: Serving patterns enable data science and ML teams to bring their models to production. Most ML models are not deployed for consumers, so ML...