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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)

Gartner Hype Cycle for Data Science and Machine Learning

“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

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