IIRF Online > Development > Data Science > Deep Learning > Machine Learning Engineering for Production (MLOps) Specialization
Machine Learning Engineering for Production (MLOps) Specialization by Coursera
Become a Machine Learning expert. Productionize your machine learning knowledge and expand your production engineering capabilities.
Course Highlights
- Design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment requirements.
- Establish a model baseline, address concept drift, and prototype how to develop, deploy, and continuously improve a productionized ML application.
- Build data pipelines by gathering, cleaning, and validating datasets. Establish data lifecycle by using data lineage and provenance metadata tools.
- Apply best practices and progressive delivery techniques to maintain and monitor a continuously operating production system.
Skills you will learn!
Machine Learning Engineering for Production (MLOps) Specialization
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