Advanced AI/ML Deployment and Platform Engineering

Deploying AI and ML applications in production requires deep technical expertise in platform engineering, CI/CD pipelines, and cloud-native orchestration. This program covers the design, deployment, and maintenance of AI/ML systems at scale, emphasizing platform engineering, Kubernetes orchestration, and CI/CD for AI/ML workloads.

 

 

Participants will gain a comprehensive understanding of production-ready AI/ML pipelines, ensuring reliability, scalability, and maintainability of models and applications.

 

• Design and implement robust AI/ML production pipelines.
• Apply platform engineering principles to deploy scalable ML workloads.
• Use Kubernetes for AI/ML orchestration and workload management.
• Implement CI/CD pipelines for AI/ML application lifecycle management.
• Optimize AI/ML deployments for performance, reliability, and scalability.