https://insideainews.com/tag/modelops/ Illuminating AI's Frontiers: Your Go-To News Destination. Mon, 05 Aug 2024 17:41:41 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/modelops/ 32 32 136462205 https://insideainews.com/2024/08/06/data-science-and-ai-company-knime-secures-investment-to-accelerate-adoption-of-enterprise-grade-ai-governance-and-modelops/ https://insideainews.com/2024/08/06/data-science-and-ai-company-knime-secures-investment-to-accelerate-adoption-of-enterprise-grade-ai-governance-and-modelops/#respond Tue, 06 Aug 2024 09:59:00 +0000 https://insideainews.com/?p=35671 KNIME, one of the leading open-source data science and AI companies, has raised additional funding from its longstanding investor Invus. Since the last announcement, Invus invested another $30M, bringing total funding to $50M. This will allow KNIME, as the only open-source, low-code data science company on the market, to double down on development of its enterprise-grade AI governance and ModelOps capabilities, while continuing to stay ahead of the rapid innovation in the field. ]]> https://insideainews.com/2024/08/06/data-science-and-ai-company-knime-secures-investment-to-accelerate-adoption-of-enterprise-grade-ai-governance-and-modelops/feed/ 0 35671 https://insideainews.com/2022/08/23/machine-learning-model-management-ensemble-modeling/ https://insideainews.com/2022/08/23/machine-learning-model-management-ensemble-modeling/#respond Tue, 23 Aug 2022 13:00:00 +0000 https://insidebigdata.com/?p=30150 In this contributed article, editorial consultant Jelani Harper highlights how the machine learning approach called ensemble modeling enables organizations to utilize an assortment of models and combine them, and their predictive accuracies, to get the best result.]]> https://insideainews.com/2022/08/23/machine-learning-model-management-ensemble-modeling/feed/ 0 30150 https://insideainews.com/2022/03/15/xops-the-rise-of-smarter-tech-operations/ https://insideainews.com/2022/03/15/xops-the-rise-of-smarter-tech-operations/#respond Tue, 15 Mar 2022 13:00:00 +0000 https://insidebigdata.com/?p=28719 In this contributed article, Arvind Prabhakar, CTO of StreamSets, discusses how XOps has become a growing data analytics trend in 2021 for good reason. Evolved from the DevOps movement to better support and enable AI and ML automation workflows, XOps enables organizations to operationalize data and analytics to drive greater business value and establish a solid yet flexible foundation for future technology development.]]> https://insideainews.com/2022/03/15/xops-the-rise-of-smarter-tech-operations/feed/ 0 28719 https://insideainews.com/2021/04/09/the-modelops-movement-streamlining-model-governance-workflow-analytics-and-explainability/ https://insideainews.com/2021/04/09/the-modelops-movement-streamlining-model-governance-workflow-analytics-and-explainability/#respond Fri, 09 Apr 2021 13:00:00 +0000 https://insidebigdata.com/?p=25943 In this contributed article, editorial consultant Jelani Harper discusses how the ModelOps movement either directly or indirectly addresses each of the following three potential barriers to cognitive computing success: model governance, explainability, and workflow analytics.]]> https://insideainews.com/2021/04/09/the-modelops-movement-streamlining-model-governance-workflow-analytics-and-explainability/feed/ 0 25943 https://insideainews.com/2020/11/03/2021-trends-in-artificial-intelligence-and-machine-learning-the-modelops-movement/ https://insideainews.com/2020/11/03/2021-trends-in-artificial-intelligence-and-machine-learning-the-modelops-movement/#comments Tue, 03 Nov 2020 14:00:00 +0000 https://insidebigdata.com/?p=25176 In this contributed article, editorial consultant Jelani Harper highlights the ModelOps movement and how it is about more than simply operationalizing and governing AI models. It’s about doing so quickly, at scale, with full accountability, and in a manner that resolves the most mission critical business problems—if not those for society, as well. ]]> https://insideainews.com/2020/11/03/2021-trends-in-artificial-intelligence-and-machine-learning-the-modelops-movement/feed/ 1 25176