Where the world meets DevOps Wed, 04 Dec 2024 13:42:56 +0000 en-US hourly 1 https://devops.com/wp-content/uploads/2021/10/android-chrome-256x256-1-130x130.png 32 32 144979424 https://devops.com/devops-driven-product-development-enhancing-collaboration-and-speed/ Wed, 04 Dec 2024 13:42:56 +0000 https://devops.com/?p=174399 Exploring how PMs can incorporate DevOps methodologies into their workflows to drive efficiency, break down silos and enable rapid product iterations.]]> 174399 https://devops.com/data-driven-feedback-loops-how-devops-and-data-science-inform-product-iterations/ Fri, 15 Nov 2024 09:53:37 +0000 https://devops.com/?p=174215 The iterative process is greatly enhanced by data-driven feedback loops, which allow teams to systematically collect, analyze and act on data to inform product decisions.]]> 174215 https://devops.com/webinars/scaling-enterprise-data-science-through-ai-based-automation/ Tue, 24 Sep 2024 17:00:00 +0000 https://devops.com/?post_type=tribe_events&p=172182 The rapid deployment of AI and ML models is pivotal for businesses looking to optimize processes and capitalize on market opportunities. However, many organizations need better tools for the data engineering and AI/ML pipeline deployment phases, which can extend the journey from raw data to production-ready models to 2-4 months. Understanding and overcoming these obstacles […]]]> 172182 https://devops.com/are-llms-leading-devops-into-a-tech-debt-trap/ Wed, 12 Jul 2023 12:30:26 +0000 https://devops.com/?p=162901 Some of the most alluring uses of LLMs could lead to terrible outcomes for enterprises and their DevOps and platform engineering teams.]]> 162901 https://devops.com/mlops-vs-devops-whats-the-difference/ https://devops.com/mlops-vs-devops-whats-the-difference/#respond Wed, 10 Aug 2022 12:30:15 +0000 https://devops.com/?p=154396 Machine learning operations, or MLOps for short, is a key aspect of machine learning (ML) engineering that focuses on simplifying and accelerating the process of delivering ML models to production and maintaining and monitoring them. MLOps involves collaboration between different teams including data scientists, DevOps engineers, IT specialists and others. MLOps can help organizations create […]]]> https://devops.com/mlops-vs-devops-whats-the-difference/feed/ 0 154396 https://devops.com/why-you-should-use-gitops-to-experiment-with-ai/ https://devops.com/why-you-should-use-gitops-to-experiment-with-ai/#respond Mon, 23 Aug 2021 07:00:14 +0000 https://devops.com/?p=143794 As the pace at which artificial intelligence (AI) models are being constructed and inevitably updated starts to increase, it’s becoming more apparent that the pace at which data science teams are currently experimenting also needs to dramatically quicken. Many data science teams today are fortunate if they manage to successfully deploy two AI models in […]]]> https://devops.com/why-you-should-use-gitops-to-experiment-with-ai/feed/ 0 143794 https://devops.com/why-were-swimming-in-dashboards-and-drowning-in-data/ https://devops.com/why-were-swimming-in-dashboards-and-drowning-in-data/#respond Mon, 10 May 2021 07:00:41 +0000 https://devops.com/?p=142874 Knowing how to use a dashboard is table stakes in the enterprise. Information technologies generate countless volumes of data from multiple sources, and dashboards are meant to harness all of that information, reduce the noise and display the stats you need to do your job. Yet businesses are still struggling to unlock the value of […]]]> https://devops.com/why-were-swimming-in-dashboards-and-drowning-in-data/feed/ 0 142874 https://devops.com/from-the-bookshelf-1/ https://devops.com/from-the-bookshelf-1/#respond Wed, 24 Mar 2021 06:00:28 +0000 https://devops.com/?p=142128 ]]> https://devops.com/from-the-bookshelf-1/feed/ 0 142128 https://devops.com/top-open-source-tool-data-science/ https://devops.com/top-open-source-tool-data-science/#respond Fri, 19 Mar 2021 06:00:11 +0000 https://devops.com/?p=142021 ]]> https://devops.com/top-open-source-tool-data-science/feed/ 0 142021 https://devops.com/5-best-machine-learning-use-cases/ https://devops.com/5-best-machine-learning-use-cases/#comments Mon, 15 Mar 2021 07:00:37 +0000 https://devops.com/?p=141887 Many industries are struggling with the ongoing COVID-19 pandemic, and the IT industry itself and the broader trend of transition to remote work over the last year revealed many areas where traditional approaches to managing businesses created unnecessary waste. Data science and its counterpart, machine learning, revealed that expansion in the ways technology can facilitate […]]]> https://devops.com/5-best-machine-learning-use-cases/feed/ 2 141887