The Certified MLOps Engineer: Build Production-Ready ML Projects certification is designed for professionals seeking to master the end-to-end process of deploying and managing machine learning models at scale. Earning this certification equips you with valuable skills such as increased productivity, improved decision-making, and adaptability to evolving industry needs. Enroll today to gain a competitive edge and future-proof your career in machine learning operations.

This certification covers the following topics:

  • Understanding MLOps: Definition and Importance
  • The Evolution of DevOps to MLOps
  • The MLOps Lifecycle: A Continuous Loop
  • Key Components of an MLOps Pipeline
  • Experiment Tracking: Ensuring Reproducibility and Efficiency
  • Model Deployment: From Training to Production
  • Continuous Deployment and Inference Pipelines
  • Tools and Libraries in MLOps Workflows
  • Practical Implementation with ZenML
  • Addressing Business Problems with MLOps