https://libz.dev/categories/mlops/ Recent content in mlops on Zhibo's Blog Hugo -- gohugo.io Copyright © 2016-{year} Zhibo Li. All Rights Reserved. Mon, 06 May 2024 00:00:00 +0000 https://libz.dev/posts/mlops/ Mon, 06 May 2024 00:00:00 +0000 https://libz.dev/posts/mlops/ Machine Learning Operations(MLOps), is a multidisciplinary field that merges software engineering with data science, aiming to streamline and automate the lifecycle of machine learning (ML) models. It focuses on the practical implementation of ML models, bridging the gap between experimental models and production-level solutions. This field has become increasingly relevant as more organizations integrate AI and ML into their operational processes. Inspired and developed from DevOps, MLOps and DevOps share common principles, such as automation, continuous integration (CI), and continuous delivery (CD), their focuses and challenges are distinct.