Accelerating Deploying and Scaling Artificial Intelligence (AI) Applications
Training Provider: Nanyang Polytechnic
Course Reference: TGS-2021009713
S$90
Original: S$300
Save S$210
About This Course
This 1-day course aims to equip participants with key concepts and fundamental skills in Artificial Intelligence (AI) applications deployment in kubernetes. This course starts with essential knowledge in DevOps (a set of practices that combines software Development and IT Operations) and MLOps (Machine Learning Operations), container technology, Kubernetes, followed by how to build microservices for scalable AI applications following Kubernetes concept and how to do the blue/green deployment to ensure service continuity. Participants will also have hands-on experience in deploying scalable AI applications in Kubernetes during hands-on session.
What You'll Learn
This course covers the key concepts in DevOps (a set of practices that combines software Development and IT Operations) and MLOps (Machine Learning Operations) including container technology, microservice architecture, container orchestration using Kubernetes, and Artificial Intelligence (AI) model deployment. In addition, participants will get hands-on experience on deploying scalable AI applications in Kubernetes cluster.
Entry Requirements
No MER
Course Details
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