Gartner® Report – Hype Cycle™ for Data Science and Machine Learning, 2021 August 12, 2021 in All Resources › Industry Reports Access the Gartner ReportAccess to this Gartner Report is now expired.You can access more content like the Gartner Report, and all the latest content in All Resources → See why Gartner® named us a Sample Vendor The democratization of data science and machine learning (ML) and emphasis on operationalization are key to driving digital transformation across enterprises. Read this report to learn more about trends and technologies driving this transformation, including: The role of ModelOps in operationalizing analytics, decision, and AI models The role of Explainable AI in building trust, confidence and understanding in AI systems A framework for evaluating AI trust, risk and security management (AI TRiSM) “The COVID-19 pandemic exposed shortcomings in the DSML processes that are now being systematically addressed. Small and wide data and ModelOps, along with AI trust, risk and security management (AI TRiSM), are emerging trends that are being used to build a resilient enterprise.” – Gartner GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved. This graphic was published by Gartner, Inc. was part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request. Gartner does not endorse any vendor, product or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. Share this post About Modzy Deploy and scale production machine learning in minutes. Modzy is the MLOps platform for enterprise and edge, with unmatched features for explainability, enterprise security, infrastructure cost management, and powerful integrations.