IT & Software

DevOps to MLOps Bootcamp: Build & Deploy MLSystems End-2-End

Course Overview

  • Course Title: DevOps to MLOps Bootcamp
  • Instructor: Gourav Shah

Curriculum Highlights

  • Key Topics Covered: Data Engineering, Model Deployment, ML Lifecycle, ML Engineering, Model Serving

Key Skills Learned

  • Data Engineering
  • Model Deployment
  • CI/CD Pipelines with GitOps
  • Model Serving using Kubernetes
  • Model Monitoring with Prometheus and Grafana
  • ML Lifecycle

Course Format

  • Duration: 7 weeks
  • Format: Self-paced online
  • Resources: Course videos, PDFs, quizzes, bonus content,HW and Labs

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