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Become an AI & ML Engineer with Cal Poly EPaCE — IBM-Certified Training
Overview
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Learn how to implement self-service observability for cloud-native applications using Dynatrace's Davis CoPilot in this 13-minute video tutorial. Explore a reference observability implementation demonstrated on the OpenTelemetry Demo App AstroShop, where CNCF Ambassador Andreas Grabner shows how engineers can get actionable insights from exponentially growing observability data without becoming experts in analyzing logs, metrics, and traces. Discover how to explain root causes and remediation actions for ArgoCD Sync-related problems, pinpoint representative traces for high service failure rates with a single click, understand exceptions that cause transaction failures, interpret cryptic log messages with actionable suggestions, and get comprehensive overviews of the 4 Golden Signals across all services. Master practical troubleshooting techniques through hands-on demonstrations of service failure analysis, trace details examination, problem detection and analysis, and error log interpretation, all while leveraging AI-powered assistance to streamline the observability workflow for cloud-native environments.
Syllabus
00:00 - Introduction
01:51 - Service Failure Analysis
02:30 - Trace Details of Failure
03:10 - Davis Detected Problems
03:38 - Problem Analysis
04:30 - Explain Problem with Davis CoPilot
05:10 - ArgoCD Sync Context on Problem
05:34 - Analyze Failure from Problem
06:34 - Troubleshooting Guides
07:57 - Explain a problematic Trace
09:38 - Explain error logs
11:12 - 4 Golden Signals
11:56 - Wrap Up
Taught by
Dynatrace