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MLOps Articles
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MLOps vs DevOps
It would have often occurred that the development team has moved on to a new project while the operations team provides feedback on the previous one. This caused the deadline to be pushed back, for the entire software development cycle or machine learning model development cycle. For this reason, IT has adopted the new ways of working for preparing software and machine learning models, they are MLOps and DevOps. In this blog, you will get to know about these terms and how they differ. What is DevOps? The term DevOps stands for Development + OperationS. It is a method in ...
Read MoreDifferences Between MLOps, ModelOps, AIOps, DataOps
In the IT industry, each of these operational domains is cross-functional and provides a distinct value. And each of the Ops domains stems from a common broad mechanism of agile concepts, which were originally initially developed for the guidance of software developers for their development, but now have spread its wings to other domains of related technologies that are data-driven applications, AI, and ML. In this post, you will come across the popular terms in the world of Artificial Intelligence that have emerged to great extent. What is MLOps? MLOps is a collaboration and communication platform for data scientists and ...
Read MoreBest MLOps Tools & Platforms 2022
MLOps (Machine Learning Operations) has become a trend in the current world of Artificial Intelligence. There are several operations that are part of any machine learning process. This includes data versioning, feature engineering, model monitoring, experiment tracking, model serving, model deployment, etc. There are several tools and platforms in the market that could help you with these processes and get your work done efficiently with proper risk analysis. However, before you choose a product or platform for your project, you should thoroughly research it. Furthermore, you must ensure that the tools are compatible with the rest of your stack. So, ...
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