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About MLOps - Definitions, Tools and Challenges
This document discusses MLOps, which combines DevOps and machine learning. It defines MLOps and outlines its key components and challenges. MLOps aims to automate machine learning processes using DevOps practices like continuous integration, delivery, and training. This allows models to be retrained automatically as data changes. The document reviews related work on the various tasks in the MLOps cycle and tools used. It presents Google's maturity levels for MLOps and describes the typical MLOps pipeline.
Detailed Information
Author: | ['홍령기'] |
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Publication Year: | 2022 |
Pages: | 8 |
Language: | English |
Format: | |
Price: | FREE |
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