MLOps Engineering at Scale

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Author: Carl Osipov
Narrator: n/a
English | 2024 | ISBN: 9781617297762 | MP3@64 kbps | Duration: 7h 7m | 583 MB
MLOps Engineering at Scale shows you how to put machine learning into production efficiently by using pre-built services from AWS and other cloud vendors. You'll learn how to rapidly create flexible and scalable machine learning systems without laboring over time-consuming operational tasks or taking on the costly overhead of physical hardware. Following a real-world use case for calculating taxi fares, you will engineer an MLOps pipeline for a PyTorch model using AWS server-less capabilities.

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