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Automation has reaped efficiencies in business and IT operations and extending it with predictive maintenance will further improve reliability. In this session, learn how to architect a predictive and preventative remediation solution for your applications and infrastructure resources. We show you how to collect performance and operational intelligence, recognise and predict patterns using AI and machine learning, and fix issues. We show you how to achieve it using AWS native solutions, Amazon SageMaker and Amazon CloudWatch.