{"product_id":"logging-monitoring-and-observability-in-google-cloud","title":"Logging, Monitoring and Observability in Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis course teaches participants techniques for monitoring and improving infrastructure and application performance in Google Cloud. Using a combination of presentations, demos, hands-on labs, and real-world case studies, attendees gain experience with full-stack monitoring, real-time log management and analysis, debugging code in production, tracing application performance bottlenecks, and profiling CPU and memory usage.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eLogging, Monitoring and Observability in Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the purpose and capabilities of Google Cloud’s operations suite. \u003c\/li\u003e\n\u003cli\u003eImplement monitoring for multiple cloud projects.\u003c\/li\u003e\n\u003cli\u003eCreate alerting policies, uptime checks and alerts. \u003c\/li\u003e\n\u003cli\u003eInstall and manage Ops Agent to collect logs for Compute Engine.\u003c\/li\u003e\n\u003cli\u003eExplain Cloud Operations for GKE.\u003c\/li\u003e\n\u003cli\u003eAnalyze VPC Flow Logs and firewall rules logs.\u003c\/li\u003e\n\u003cli\u003eAnalyze and export Cloud Audit Logs instances.\u003c\/li\u003e\n\u003cli\u003eProfile and identify resource-intensive functions in an application.\u003c\/li\u003e\n\u003cli\u003eAnalyze resource utilization cost for monitoring related components within Google Cloud.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHave completed the Google Cloud Platform Fundamentals: Core Infrastructure course or have equivalent experience\u003c\/li\u003e\n\u003cli\u003eHave basic scripting or coding familiarity\u003c\/li\u003e\n\u003cli\u003eBe proficient with command-line tools and Linux operating system environments\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCertification Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eLogging, Monitoring and Observability in Google Cloud Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introduction to Google Cloud Operations Suite\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the purpose and capabilities of Google Cloud’s operations suite\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of the Cloud Monitoring tool.\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Cloud Logging and Error Reporting tools.\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Application Performance Management tools.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Monitoring Critical Systems\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Cloud Monitoring to view metrics for multiple cloud projects.\u003c\/li\u003e\n\u003cli\u003eExplain the different types of dashboards and charts that can be built.\u003c\/li\u003e\n\u003cli\u003eCreate an uptime check.\u003c\/li\u003e\n\u003cli\u003eExplain the cloud operations architecture.\u003c\/li\u003e\n\u003cli\u003eExplain and demonstrate the purpose of using Monitoring Query Language (MQL) for monitoring.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Alerting Policies\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain alerting strategies.\u003c\/li\u003e\n\u003cli\u003eExplain alerting policies.\u003c\/li\u003e\n\u003cli\u003eExplain error budget.\u003c\/li\u003e\n\u003cli\u003eExplain why server-level indicators (SLIs), service-level objectives (SLOs), and service-level agreements (SLAs) are important.\u003c\/li\u003e\n\u003cli\u003eIdentify types of alerts and common uses for each.\u003c\/li\u003e\n\u003cli\u003eUse Cloud Monitoring to manage services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Advanced Logging and Analysis\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Log Explorer features.\u003c\/li\u003e\n\u003cli\u003eExplain the features and benefits of logs-based metrics.\u003c\/li\u003e\n\u003cli\u003eDefine log sinks (inclusion filters) and exclusion filters.\u003c\/li\u003e\n\u003cli\u003eExplain how BigQuery can be used to analyze logs.\u003c\/li\u003e\n\u003cli\u003eExport logs to BigQuery for analysis.\u003c\/li\u003e\n\u003cli\u003eUse log analytics on Google Cloud.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Working with Cloud Audit Logs\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain Cloud Audit Logs.\u003c\/li\u003e\n\u003cli\u003eList and explain different audit logs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Configuring Google Cloud Services for Observability\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse the Ops Agent with Compute Engine.\u003c\/li\u003e\n\u003cli\u003eEnable and use Kubernetes Monitoring.\u003c\/li\u003e\n\u003cli\u003eExplain the benefits of using Google Cloud Managed Service for Prometheus.\u003c\/li\u003e\n\u003cli\u003eExplain the usage of PromQL to query Cloud Monitoring metrics.\u003c\/li\u003e\n\u003cli\u003eExplain the uses of Open Telemetry.\u003c\/li\u003e\n\u003cli\u003eExplain custom metrics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Monitoring Google Cloud Network\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCollect and analyze VPC Flow Logs and firewall rules logs.\u003c\/li\u003e\n\u003cli\u003eEnable and monitor Packet Mirroring.\u003c\/li\u003e\n\u003cli\u003eExplain the capabilities of the Network Intelligence Center.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 8) Investigating Application Performance Issues\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the features, benefits, and functionalities of Error Reporting, Cloud Trace, and Cloud Profiler.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 9) Optimizing the Costs for Operations Suite\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAnalyze resource utilization cost for monitoring related components within Google Cloud.\u003c\/li\u003e\n\u003cli\u003eImplement best practices for controlling the cost of monitoring within Google Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269B05US \/ 2026-09-14T09:00:00 \/ Online","offer_id":47591600160987,"sku":"US-1465-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"26BC43US \/ 2026-11-30T09:00:00 \/ Herndon, VA","offer_id":48216579047643,"sku":"US-1465-IL","price":1640.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternational-dirinfosec-hhs.myshopify.com\/products\/logging-monitoring-and-observability-in-google-cloud","provider":"Learning Tree International","version":"1.0","type":"link"}