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Google Cloud Training

Ce cours présente aux participants des techniques pour surveiller et améliorer les performances de l'infrastructure et des applications dans Google Cloud.

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Ce cours présente aux participants des techniques pour surveiller et améliorer les performances de l'infrastructure et des applications dans Google Cloud.

À travers un ensemble de présentations, de démonstrations, d'ateliers pratiques et d'études de cas concrets, les participants se familiariseront avec la surveillance full stack, la gestion et l'analyse des journaux en temps réel, le débogage de code en production, le traçage des goulots d'étranglement affectant les performances des applications, et le profilage de l'utilisation du processeur et de la mémoire.

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What's inside

Syllabus

Introduction
Bienvenue dans le cours "Logging and Monitoring in Google Cloud". Nous allons passer en revue les prérequis, l'audience et les objectifs du cours.
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Présentation de la suite Google Cloud Operations
Dans ce module, nous passerons brièvement en revue les différents produits intégrés à la suite de journalisation, de surveillance et d'observabilité de Google Cloud.
Surveiller les systèmes critiques
La surveillance repose entièrement sur le suivi des événements concernant les ressources que nous lançons dans Google Cloud. Dans ce module, nous allons examiner les options et les bonnes pratiques pour surveiller les architectures de projet. Nous définirons chacun des rôles Cloud IAM principaux nécessaires pour décider qui peut faire quoi en ce qui concerne la surveillance. Tout comme l'architecture, il s'agit de l'une des étapes préliminaires fondamentales. Nous examinerons quelques-uns des tableaux de bord par défaut créés par Google, et verrons comment les utiliser de manière appropriée. Nous créerons des graphiques et les utiliserons afin d'élaborer des tableaux de bord personnalisés pour afficher la consommation des ressources et la charge des applications. Enfin, nous définirons des tests de disponibilité pour suivre l'activité et la latence.
Règles d'alerte
Les alertes permettent de détecter et de résoudre rapidement les problèmes qui surviennent dans les applications cloud. Dans ce module, vous apprendrez à développer des stratégies d'alerte, définir des règles d'alerte, ajouter des canaux de notification, identifier les types d'alertes et leurs utilisations courantes, créer des groupes de ressources et générer des alertes les concernant, et gérer les règles d'alerte de manière programmatique.
Fonctionnalités de journalisation et d'analyse avancées
Dans ce module, nous allons étudier quelques fonctionnalités de journalisation et d'analyse avancées de Google Cloud. Plus précisément, vous allez apprendre à identifier et choisir les approches de taggage des ressources, définir des récepteurs de journaux, créer des métriques de surveillance basées sur les entrées de journaux, associer les erreurs d'application à Logging et d'autres outils orientés opérations avec Error Reporting, et exporter des journaux vers BigQuery pour les stocker à long terme et les analyser en SQL.
Utiliser Audit Logs
Dans ce module, nous découvrirons comment utiliser Google Cloud Audit Logs. Vous apprendrez à utiliser Cloud Audit Logs pour répondre à la question "Qui a fait quoi et quand ?". Nous verrons également les bonnes pratiques pour les journaux d'audit.
Résumé du cours
Nous passerons en revue les sujets abordés dans ce cours.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Enseigne les techniques de surveillance et d'amélioration des performances de l'infrastructure et des applications dans Google Cloud
Délivre des certificats en cas de réussite de l'évaluation
Prépare les utilisateurs à maîtriser la surveillance de la pile complète, la gestion des journaux
Offre des ateliers pratiques et des études de cas concrets pour une meilleure compréhension

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Logging and Monitoring in Google Cloud - Français with these activities:
Review the Google Cloud documentation
Helps you refresh your foundational understanding of the concepts and principles that will be covered in this course
Browse courses on Logging and Monitoring
Show steps
  • Visit the Google Cloud documentation website
  • Read through the introductory sections
  • Review the documentation for Logging and Monitoring
Review Google Cloud Concepts
Revisit key concepts of the Google Cloud platform to ensure a solid foundation for the course.
Browse courses on Google Cloud Platform
Show steps
  • Read official documentation on Google Cloud concepts.
  • Review Google Cloud tutorials and videos.
  • Complete hands-on exercises to practice using Google Cloud services.
Follow the Google Cloud Labs
Provides you with hands-on experience with the Google Cloud products we will be using
Browse courses on Logging
Show steps
  • Go to the Google Cloud Labs website
  • Choose the lab that corresponds to the topic you are studying
  • Follow the instructions in the lab
Ten other activities
Expand to see all activities and additional details
Show all 13 activities
Join a study group
Provides you with a network of classmates with whom you can discuss topics
Browse courses on Logging
Show steps
  • Locate a study group or create your own
  • Meet regularly with your group to discuss the course material
Participate in Study Group Discussions
Collaborate with peers to exchange knowledge, clarify concepts, and reinforce understanding.
Show steps
  • Join a study group or form your own.
  • Regularly meet to discuss course material, share insights, and solve problems together.
  • Provide feedback and support to fellow students.
Complete the practice exercises
Helps you to practice putting your skills into action
Browse courses on Logging
Show steps
  • Find the practice exercises
  • Complete the exercises
  • Review your answers
Follow Cloud Logging and Monitoring Tutorials
Enhance your understanding of logging and monitoring practices by working through guided tutorials.
Browse courses on Logging
Show steps
  • Identify relevant tutorials from official Google Cloud documentation.
  • Follow step-by-step instructions to configure logging and monitoring services.
  • Experiment with different settings and analyze results.
Write a blog post about your experiences using Google Cloud
Helps you solidify your understanding of the concepts by teaching them to others
Browse courses on Logging
Show steps
  • Choose a topic that you are familiar with
  • Write a blog post that explains the topic in a clear and concise way
  • Publish your blog post and share it with others
Create a project that uses Google Cloud
Provides you with an opportunity to apply your skills to a real-world project
Browse courses on Logging
Show steps
  • Choose a project idea
  • Create a project plan
  • Implement your project
  • Deploy your project
Analyze Sample Logs and Metrics
Develop your analytical skills by examining real-world logs and metrics.
Browse courses on Log Analysis
Show steps
  • Obtain sample log files and metric data from Google Cloud.
  • Use tools like Stackdriver Logging Viewer and Google Cloud Metrics Explorer to analyze data.
  • Identify patterns, trends, and potential issues.
Participate in a hackathon
Challenges you to apply your skills in a competitive environment
Browse courses on Logging
Show steps
Develop a Monitoring Dashboard for a Sample Application
Apply your knowledge by creating a custom dashboard to monitor the performance of a sample application.
Browse courses on Dashboard Design
Show steps
  • Define key metrics and indicators to monitor.
  • Configure charts and visualizations to display data in an informative manner.
  • Set up alerts and notifications to proactively identify issues.
Contribute to Open-Source Logging and Monitoring Projects
Gain practical experience and contribute to the broader community by participating in open-source logging and monitoring projects.
Show steps
  • Identify open-source projects related to logging and monitoring.
  • Review project documentation and codebase.
  • propose and implement improvements or contribute to ongoing tasks.

Career center

Learners who complete Logging and Monitoring in Google Cloud - Français will develop knowledge and skills that may be useful to these careers:
Cloud Architect
Cloud Architects design and develop cloud-based solutions. They work to ensure that these solutions are reliable, efficient, and scalable. Those seeking to enter this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing cloud-based systems, as well as how to troubleshoot and resolve performance issues. These skills will help you build a strong foundation for a successful career as a Cloud Architect.
Site Reliability Engineer
Site Reliability Engineers are responsible for ensuring the reliability and performance of an organization's website and other online services. They work to identify and resolve issues that can affect the availability or performance of these services. Those seeking to enter this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing website performance, as well as how to troubleshoot and resolve performance issues. These skills will help you build a strong foundation for a successful career as a Site Reliability Engineer.
DevOps Engineer
DevOps Engineers are responsible for bridging the gap between development and operations teams. They work to improve communication and collaboration between these two groups in order to deliver software more efficiently. The Logging and Monitoring in Google Cloud course can help you gain the knowledge needed to enter this exciting field. In this course, you'll learn about monitoring and analyzing logs, which is a critical skill for DevOps Engineers. You'll also learn about alert mechanisms and how to use them to improve the reliability of your software.
Database Administrator
Database Administrators implement and maintain databases to ensure optimal performance. They must have excellent analytical and problem-solving skills in order to diagnose and resolve issues. Those seeking to advance their knowledge in this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring database performance and creating alerts. These skills will help you build a strong foundation for a successful career as a Database Administrator.
Security Analyst
Security Analysts are responsible for protecting an organization's computer systems and networks from security threats. They work to identify and mitigate security vulnerabilities, as well as to respond to security incidents. Those seeking to enter this field may be interested in the Logging and Monitoring in Google Cloud course. The course provides an overview of the Google Cloud logging and monitoring suite, which can be used to monitor and analyze security events. You will learn how to use this suite to identify and resolve security issues, as well as how to create reports that can be used to demonstrate compliance with regulatory requirements.
Performance Analyst
Performance Analysts are responsible for monitoring and analyzing the performance of computer systems and applications. They work to identify and resolve bottlenecks and other performance issues. Those seeking to enter this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing system performance, as well as how to troubleshoot and resolve performance issues. These skills will help you build a strong foundation for a successful career as a Performance Analyst.
Systems Administrator
Systems Administrators are responsible for managing and maintaining an organization's computer systems and networks. They work to ensure that these systems are reliable, efficient, and secure. Those seeking to advance their knowledge in this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing system performance, as well as how to troubleshoot and resolve system issues. These skills will help you build a strong foundation for a successful career as a Systems Administrator.
Network Administrator
Network Administrators are responsible for managing and maintaining the organization's computer networks. They work to ensure that these networks are reliable, efficient, and secure. Those seeking to advance their knowledge in this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing network traffic, as well as how to troubleshoot and resolve network issues. These skills will help you build a strong foundation for a successful career as a Network Administrator.
Web Developer
Web Developers design and develop websites and other web-based applications. They work to ensure that these applications are reliable, efficient, and user-friendly. Those seeking to advance their knowledge in this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing website performance, as well as how to troubleshoot and resolve performance issues. These skills will help you build a strong foundation for a successful career as a Web Developer.
Software Architect
Software Architects design and develop software systems. They work to ensure that these systems are reliable, efficient, and scalable. Those seeking to advance their knowledge in this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing software performance, as well as how to troubleshoot and resolve performance issues. These skills will help you build a strong foundation for a successful career as a Software Architect.
Data Scientist
Data Scientists use their mastery of data to interpret complex information and draw valuable conclusions. They work closely with other scientists and researchers to help make informed decisions. The Logging and Monitoring in Google Cloud course can be an excellent starting point for those seeking to enter this field. You will learn about data collection and analysis, as well as how to create dashboards with data visualizations. You will also learn about alert mechanisms that can notify you of changes in your data. These skills are highly sought after by employers.
Technical Support Specialist
Technical Support Specialists provide technical support to users of computer systems and software. They work to resolve issues and provide guidance to users. Those seeking to enter this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing system performance, as well as how to troubleshoot and resolve system issues. These skills will help you build a strong foundation for a successful career as a Technical Support Specialist.
Data Analyst
Although Data Analysts can come from a variety of backgrounds, those who hold advanced degrees in computer science, mathematics, and data science are highly sought after by employers. Data Analysts work with and help collect and interpret data that can be used to make informed business decisions. The Logging and Monitoring in Google Cloud course can help you build the skills necessary to enter this role. You will learn how to monitor and analyze large datasets and create dashboards with data visualizations. You will also learn about alert mechanisms and how to act upon them. These skills will lay the groundwork for a successful career as a Data Analyst.
IT Manager
IT Managers are responsible for overseeing the organization's information technology systems. They work to ensure that these systems are reliable, efficient, and secure. Those seeking to advance their knowledge in this field may be interested in the Logging and Monitoring in Google Cloud course. The course introduces techniques for monitoring and analyzing IT systems, as well as how to create reports that can be used to make informed decisions about IT infrastructure.
IT Auditor
IT Auditors are responsible for evaluating the security and compliance of an organization's information systems. They work to identify and mitigate risks to the organization's data and systems. Those seeking to enter this field may be interested in the Logging and Monitoring in Google Cloud course. The course provides an overview of the Google Cloud logging and monitoring suite, which can be used to audit and monitor an organization's cloud infrastructure. You will learn how to use this suite to identify and resolve security issues, as well as how to create reports that can be used to demonstrate compliance with regulatory requirements.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Logging and Monitoring in Google Cloud - Français.
Provides a comprehensive overview of Google Cloud Platform's Operations and Monitoring services. It covers topics such as logging, monitoring, alerting, and debugging. It valuable resource for anyone who wants to learn more about these services.
Provides a practical guide to site reliability engineering (SRE). It covers topics such as incident response, capacity planning, and performance engineering. It valuable resource for anyone who wants to learn more about SRE.
Provides a practical guide to DevOps. It covers topics such as culture, process, and tools. It valuable resource for anyone who wants to learn more about DevOps.
Provides a practical guide to cloud native Java development. It covers topics such as microservices, containers, and serverless computing. It valuable resource for anyone who wants to learn more about cloud native Java development.
Provides a comprehensive overview of cloud computing. It covers topics such as cloud architecture, cloud services, and cloud security. It valuable resource for anyone who wants to learn more about cloud computing.
Provides a collection of patterns for cloud native applications. It covers topics such as microservices, containers, and serverless computing. It valuable resource for anyone who wants to learn more about cloud native patterns.
Provides a practical guide to algorithms. It covers topics such as data structures, algorithms, and complexity analysis. It valuable resource for anyone who wants to learn more about algorithms.
Provides a practical guide to designing data-intensive applications. It covers topics such as data modeling, data storage, and data processing. It valuable resource for anyone who wants to learn more about designing data-intensive applications.

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