mlops-is-extension-of-devops Blog Related Topics 
AWS Machine Learning Blog
DECEMBER 19, 2023
Machine learning operations (MLOps) applies DevOps principles to ML systems. Just like DevOps combines development and operations for software engineering, MLOps combines ML engineering and IT operations. However, putting an ML model into production at scale is challenging and requires a set of best practices.
The MLOps Blog
JANUARY 23, 2023
By now, everyone must have seen THE MLOps paper. Machine Learning Operations (MLOps): Overview, Definition, and Architecture” By Dominik Kreuzberger, Niklas Kühl, Sebastian Hirschl Great stuff. In this article, I share how our reality as the MLOps tooling company and my personal views on MLOps agree (and disagree) with it.
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AWS Machine Learning Blog
FEBRUARY 27, 2024
However, even though the pace of innovation is high, the different teams had developed their own ways of working and were in search of a new MLOps best practice. We decided to put in a joint effort to build a prototype on a best practice for MLOps. This is a guest post written by Axfood AB.
AWS Machine Learning Blog
SEPTEMBER 1, 2023
In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps). In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).
The MLOps Blog
MARCH 28, 2023
In this second installment of the series “Real-world MLOps Examples,” Paweł Pęczek , Machine Learning Engineer at Brainly , will walk you through the end-to-end Machine Learning Operations (MLOps) process in the Visual Search team at Brainly. Disclaimer: This article focuses on the setup of mostly production ML teams at Brainly.
Heartbeat
FEBRUARY 29, 2024
From the versatility of Python to the robustness of Java and the web-centric nature of JavaScript , developers can choose from an extensive toolkit. The software development landscape is constantly evolving, driven by technological advancements and the ever-growing demands of the digital age.
AWS Machine Learning Blog
MAY 7, 2024
Generative AI CDK Constructs , an open-source extension of AWS CDK, provides well-architected multi-service patterns to quickly and efficiently create repeatable infrastructure required for generative AI projects on AWS. This can have a negative impact in many ways, from delayed project timelines to loss of customer trust.
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