AI Infrastructure Orchestration for DevOps

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. Orchestration in DevOps involves managing workflows, leveraging tools, and using technology to solve business problems. It helps control the complexity of the systems required by managing the workflows and reducing IT pain points. In this course, explore DevOps infrastructure orchestration, beginning with the benefits of using AI to improve infrastructure orchestration and the challenges of integrating AI into processes. Next, discover strategies for leveraging AI in orchestration, compare different AI-powered orchestration tools for various use cases, create and process alerts with Prometheus and Alertmanager, and use Grafana to parse data and create custom dashboards for predictive analysis. Finally, learn how to work with OpenStack, configure self-managing and self-healing infrastructure within OpenStack, and use MLflow and TensorFlow Serving to deploy machine learning models into production environments.