CI/CD Courses and Certifications

Coursera

Deploy & Optimize ML Services Confidently

Master production ML deployment with FastAPI, CI/CD automation, and performance monitoring to build scalable inference services meeting 100ms SLA targets.

• Coursera
• 2 hours 29 minutes
• Self-Paced
• Paid Course

Packt

Continuous Integration Mastery with Jenkins

Master Jenkins for CI with hands-on labs covering pipeline setup, Git workflows, and Docker integration. Learn to automate builds, manage multi-branch pipelines, and optimize container-based delivery systems.

• Coursera
• 5 hours 38 minutes
• Self-Paced
• Paid Course

Packt

Deploy MEAN Stack App on Azure Cloud with CICD Pipeline

Deploy MEAN stack app on Azure with automated CI/CD pipeline. Learn cloud computing, Azure DevOps, and efficient management of production-level applications using Azure's powerful features.

• Coursera
• 4 hours 53 minutes
• Self-Paced
• Paid Course

Kubernetes From Basics to Guru: Unit 6

Master GitOps technologies for zero-downtime updates, automated CI/CD with Flux and Argo CD, and observability to optimize cloud-native application performance and resilience.

• Coursera
• 4 hours 25 minutes
• Self-Paced
• Paid Course

Coursera

Automate, Evaluate and Deploy ML Models Confidently

Master production-grade MLOps by building automated CI/CD pipelines with GitHub Actions, analyzing Optuna trials, and implementing validation gates for confident model deployment.

• Coursera
• 2 hours 49 minutes
• Self-Paced
• Paid Course

Pragmatic AI Labs

GitHub: Codespaces, Actions, and Ecosystem Tools

Master cloud-based dev environments with GitHub Codespaces, GPU-accelerated AI workloads, Copilot-assisted coding, and automated CI/CD pipelines using GitHub Actions.

• Coursera
• 2 hours 38 minutes
• Self-Paced
• Paid Course

Packt

DevOps Foundations & Development Workflow

Master DevOps fundamentals including CI/CD, Git, Python, AWS, and Linux. Build real workflows, automate pipelines, and deploy Flask apps on EC2 with hands-on, beginner-friendly guidance.

• Coursera
• 9 hours
• Self-Paced
• Paid Course

Packt Career Certificate

Python for DevOps: The Ultimate Hands-On Guide

Master Python for DevOps by automating tasks, building CI/CD pipelines, and handling system interactions through hands-on projects covering scripting, error handling, and real-world workflows.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Board Infinity

Enterprise Automation and Advanced Use Cases with Ansible

Master enterprise-scale automation with dynamic inventories, security compliance, CI/CD integration, and governance using Ansible Automation Platform for complex hybrid environments.

• Coursera
• 11 hours 55 minutes
• Self-Paced
• Paid Course

Coursera

Testing and Refining LLM Applications

Master Test-Driven Development and MLOps practices to build production-ready LLM applications with robust safety guardrails and automated testing workflows.

• Coursera
• 12 hours 56 minutes
• Self-Paced
• Paid Course

Coursera

Develop Production-Ready ML APIs with MLOps

Master MLOps practices—version control, CI/CD pipelines, and FastAPI microservices—to build and deploy production-ready ML APIs that serve transformer models at scale.

• Coursera
• 2 hours 33 minutes
• Self-Paced
• Paid Course

EDUCBA

Master AWS DevOps: Automate, Deploy & Scale Efficiently

Unlock AWS DevOps automation skills including CI/CD pipelines, Infrastructure as Code, CloudFormation, monitoring, and serverless deployment strategies.

• Coursera
• 8 hours 42 minutes
• Self-Paced
• Paid Course

Packt

Real-world End to End Machine Learning Ops on Google Cloud

Master the complete ML lifecycle on Google Cloud with CI/CD pipelines, Vertex AI, Kubeflow, and automated deployment using real-world hands-on projects and industry best practices.

• Coursera
• 9 hours 13 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Advanced API Testing with Postman & Automation

Master advanced Postman visualizations, automated HTML reports, Newman execution, and Python Flask integration for scalable API testing and enterprise-grade automation workflows.

• Coursera
• 4 hours 26 minutes
• Self-Paced
• Paid Course

Coursera

Validating and Safeguarding Production AI

Discover how to build robust production AI systems with automated monitoring, drift detection, secure deployment, and continuous retraining pipelines for reliable MLOps.

• Coursera
• 16 hours 44 minutes
• Self-Paced
• Paid Course