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Machine Learningintermediate

MLOPS Jenkins Shared Library CI-CD Project

This project demonstrates a professional MLOps workflow by centralizing automation logic within a Jenkins Shared Library, ensuring that every build and deployment is standardized and reusable. By leveraging this library, the pipeline automatically handles everything from Docker image creation to Kubernetes orchestration on a GCP-hosted VM, turning complex manual steps into a single, scalable process

18 lectures

What You Will Learn

Master Jenkins Shared Libraries to write reusable, modular code that simplifies complex CI/CD pipelines.
Understand how to bridge the gap between code and production by automating container builds and Kubernetes orchestration.

System Architecture

MLOPS Jenkins Shared Library CI-CD Project Architecture Diagram

High-level architecture overview of the MLOPS Jenkins Shared Library CI-CD Project .

What You'll Build

  • You will build a centralized, reusable code repository to standardize and automate your entire CI/CD pipeline logic.
  • You will set up a cloud-based environment on GCP featuring a functional Minikube cluster to orchestrate and host your containerized applications.
  • You will create a workflow that automatically handles code checkout, Docker image creation, and pushing to DockerHub.
MLOPS Jenkins Shared Library CI-CD Project
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