Professional Cloud DevOps Engineer

Service Description

Google Cloud Professional DevOps Engineer certification focuses on automating, monitoring, and optimizing cloud applications and infrastructure, especially in production environments. While it’s not an AI-specific certification, it is highly relevant for operationalizing AI/ML systems—a key step in bringing AI from experimentation to real-world, reliable, scalable applications. Majority of AI solutions globally are cloud-native or cloud-supported since Ai data is in the cloud. This Essential Certification will empower you with following learning - 1. Deploy and manage AI/ML models as containerized services (Cloud Run, GKE, App Engine) 2. Automate CI/CD pipelines for model training, testing, and deployment 3. Integrate Vertex AI into production systems via APIs and workflows You will explore following - 1. Cloud Monitoring, Cloud Logging, and Cloud Trace to track AI app performance 2. Custom metrics to monitor model drift, latency, and accuracy 3. SLOs/SLIs tailored to ML services (e.g., inference speed, success rates) This Essential Certification from Google is designed to help you in - 1. Pipelines for retraining models based on new data (CI for ML) 2. Testing and validation workflows for model performance 3. Infrastructure as code for deploying reproducible AI stacks 4. Scalable GPU/TPU compute for training and inference 5. Secure networking (VPC, IAM, firewall rules) for model endpoints 6. Autoscaling and load balancing for ML APIs under variable demand 7. IAM, encryption, and audit logging to protect training data and model outputs 8. Policy as code for compliance (e.g., HIPAA, GDPR) 9. Access controls to restrict who can retrain or deploy models Google Cloud Professional DevOps Engineer certification gives you the tools to reliably deploy, monitor, and scale AI models and ML pipelines in production. It’s perfect for supporting MLOps, GenAI deployment, or cloud-native AI apps—especially at scale. Category Advanced Exam duration 120 minutes Link for Exam Registration - https://cp.certmetrics.com/google/en/login Certification Exam Cost - 200 USD Exam Format - Online-proctored or onsite-proctored Karamchaari.ai Exam Pass Success Rate - 100% in Your 1st Attempt