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MLOps

MLOps

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MLOps is a set of practices and tools for deploying and managing machine learning models in production environments. It combines DevOps principles with machine learning to ensure efficient and reliable model deployment and maintenance.

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Expiry period Lifetime
Made in English
Last updated at Tue Oct 2024
Level
Advanced
Total lectures 31
Total quizzes 0
Total duration 00:00:00 Hours
Total enrolment 0
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Short description MLOps is a set of practices and tools for deploying and managing machine learning models in production environments. It combines DevOps principles with machine learning to ensure efficient and reliable model deployment and maintenance.
Outcomes
  • MLOps offers numerous benefits for organizations, including improved efficiency, enhanced model quality, enhanced collaboration, scalability, risk mitigation, and compliance. By streamlining the deployment and management of machine learning models, MLOps enables organizations to accelerate their time-to-market, reduce costs, and derive greater value from their data.
Requirements
  • BTech/MTech/MCA or equivalent