Observability in Google Cloud - 日本語版 from Coursera

What's inside

Syllabus

はじめに

「Logging, Monitoring and Observability in Google Cloud」へようこそ。ここでは前提条件、対象者、コースの目標について説明します。

オブザーバビリティのための Google Cloud サービスの構成

このモジュールでは、少し時間をかけて、オブザーバビリティのための Google Cloud サービスの構成について詳しく見ていきます。

Google Cloud ネットワークのモニタリング

モニタリングの目的は、Google Cloud 内でスピンアップしているリソースの稼働状況を詳しく把握することです。このモジュールでは、プロジェクトアーキテクチャをモニタリングする際のオプションとベストプラクティスを確認します。また、モニタリングに関して誰が何をできるかを決定するために必要となる、主要な Cloud IAM ロールを見分けます。これは、アーキテクチャと同じく、あらかじめ行っておかなければならない重要なステップです。さらに、Google が作成したデフォルトのダッシュボードのいくつかを確認し、適切に使用する方法を見ていきます。その後、リソースの使用状況とアプリケーションの負荷を示すグラフを作成し、それらを使用してカスタムダッシュボードを構築します。最後に、有効性とレイテンシを追跡する稼働時間チェックを定義します。

アプリケーションのパフォーマンスに関する問題の調査

Google Cloud にアプリケーションをデプロイする際にアプリケーションパフォーマンス管理プロダクトを使用すると、コードとサービスの稼働状況に関する分析情報を取得し、必要に応じてトラブルシューティングを行うことができます。

モニタリング費用の最適化

この最後のモジュールでは、Google Cloud のオペレーションスイートの費用の最適化について説明します。具体的には、Google Cloud 内のオペレーション関連コンポーネントのリソースを使用する場合の費用を分析し、Google Cloud 内のオペレーションの費用を抑えるためのベストプラクティスを実装する方法を学びます。

コースのまとめ

このコースで取り扱ったトピックをまとめます。

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops skills and tools for monitoring and managing applications

Examines critical aspects of Google Cloud, including performance management, monitoring, and error reporting

Helps learners optimize costs associated with Google Cloud monitoring services

Taught by Google Cloud Training, who are recognized for their expertise in cloud computing

Requires no prerequisites, making it suitable for learners with varying levels of experience

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 Observability in Google Cloud - 日本語版 with these activities:

Seek Mentorship from Observability Experts

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Accelerate your learning by connecting with experienced observability experts and seeking their guidance.

Browse courses on Mentorship

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Identify and reach out to potential mentors in the field of observability.
Convey your interest in learning and growing under their mentorship.
Establish clear expectations and goals for the mentorship.
Regularly engage with your mentor to ask questions and seek advice.
Implement feedback and guidance provided by your mentor to enhance your learning journey.

Review Software Development Life Cycle (SDLC) Best Practices

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Review and solidify your understanding of SDLC, which is essential for designing quality software systems.

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Read articles and blog posts on SDLC best practices.
Create a mind map to summarize key concepts.

Follow Tutorials on Cloud Profiler

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Enhance your understanding of Cloud Profiler's features and capabilities by following guided tutorials.

Browse courses on Cloud Profiler

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Identify the Google Cloud platform tutorials on Cloud Profiler.
Follow the tutorials step-by-step to set up and use Cloud Profiler.
Experiment with different profiling options to gain practical experience.

Five other activities

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Create a Comprehensive Study Guide

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Enhance your retention and understanding by synthesizing and organizing course materials into a cohesive study guide.

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Gather all relevant course materials, including lecture notes, assignments, and readings.
Identify key concepts and organize them into logical sections.
Summarize and condense the material in a concise and easy-to-understand format.
Incorporate diagrams, charts, or other visuals to enhance clarity.
Review and revise the study guide regularly to reinforce learning.

Build a Flask Web Application

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Create a practical web application to apply your knowledge of Flask and back-end development.

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Design the application's architecture and functionality.
Develop the application's back-end using Flask.
Create the application's front-end using HTML and CSS.
Test the application thoroughly.
Deploy the application to a production environment.

Resolve Google Cloud Platform (GCP) Issues

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Strengthen your problem-solving skills by working through real-world GCP issues and finding solutions.

Browse courses on Error Handling

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Read about common GCP errors and troubleshooting techniques.
Find a repository or forum with documented GCP issues.
Analyze the issues and propose solutions based on your knowledge.
Discuss your solutions with others and learn from their perspectives.

Create a Blog Post on Observability Best Practices

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Deepen your understanding of observability by sharing your knowledge and best practices through a blog post.

Browse courses on Observability

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Research and gather information on observability best practices.
Outline the structure and key points of your blog post.
Write the content, providing clear explanations and examples.
Proofread and edit your post for clarity and accuracy.
Publish your blog post and share it with the community.

Mentor Junior Developers in Observability

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Reinforce your understanding of observability by guiding and assisting junior developers in the field.

Browse courses on Mentoring

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Identify opportunities to mentor junior developers in observability.
Establish clear goals and expectations for the mentorship.
Share your knowledge and expertise on observability concepts and practices.
Provide guidance and support on projects and assignments.
Regularly assess progress and provide feedback to enhance learning.

Career center

Learners who complete Observability in Google Cloud - 日本語版 will develop knowledge and skills that may be useful to these careers:

Site Reliability Engineer

A Site Reliability Engineer may use Observability in Google Cloud - 日本語版 to get insights for diagnosing and fixing problems with the production environment. This course may be particularly valuable in helping build a foundation in observability for a Site Reliability Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Site Reliability Engineer

Cloud Architect

A Cloud Architect may use Observability in Google Cloud - 日本語版 to develop, deploy, and maintain highly scalable, reliable, and secure cloud-based applications. This course may be particularly valuable in helping build a foundation in observability for a Cloud Architect who is familiar with Google Cloud.

See salaries and explore the career path for Cloud Architect

DevOps Engineer

A DevOps Engineer may use Observability in Google Cloud - 日本語版 to get insights into the stability, performance, and reliability of a cloud-based application and its related services. This course may be particularly valuable in helping build a foundation in observability for a DevOps Engineer who is familiar with Google Cloud.

See salaries and explore the career path for DevOps Engineer

Application Performance Engineer

An Application Performance Engineer may use Observability in Google Cloud - 日本語版 to get insights into the performance and reliability of a cloud-based application. This course may be particularly valuable in helping build a foundation in observability for an Application Performance Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Application Performance Engineer

Data Analyst

A Data Analyst may use Observability in Google Cloud - 日本語版 to get insights into the usage and engagement patterns of a cloud-based application. This course may be particularly valuable in helping build a foundation in observability for a Data Analyst who is familiar with Google Cloud.

See salaries and explore the career path for Data Analyst

Software Engineer

A Software Engineer may use Observability in Google Cloud - 日本語版 to write high-quality code more efficiently. This course may be particularly valuable in helping build a foundation in observability for a Software Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Software Engineer

Systems Engineer

A Systems Engineer may use Observability in Google Cloud - 日本語版 to get insights into the stability, performance, and reliability of a cloud-based system. This course may be particularly valuable in helping build a foundation in observability for a Systems Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Systems Engineer

Data Scientist

A Data Scientist may use Observability in Google Cloud - 日本語版 to get insights into the usage and engagement patterns of a cloud-based application. This course may be particularly valuable in helping build a foundation in observability for a Data Scientist who is familiar with Google Cloud.

See salaries and explore the career path for Data Scientist

Database Administrator

A Database Administrator may use Observability in Google Cloud - 日本語版 to get insights into the stability, performance, and reliability of a cloud-based database. This course may be particularly valuable in helping build a foundation in observability for a Database Administrator who is familiar with Google Cloud.

See salaries and explore the career path for Database Administrator

Information Security Analyst

An Information Security Analyst may use Observability in Google Cloud - 日本語版 to enhance the security of a cloud-based system by getting insights into its security posture. This course may be particularly valuable in helping build a foundation in observability for an Information Security Analyst who is familiar with Google Cloud.

See salaries and explore the career path for Information Security Analyst

Network Engineer

A Network Engineer may use Observability in Google Cloud - 日本語版 to get insights into the stability, performance, and reliability of a cloud-based network. This course may be particularly valuable in helping build a foundation in observability for a Network Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Network Engineer

Cloud Security Engineer

A Cloud Security Engineer may use Observability in Google Cloud - 日本語版 to enhance the security of a cloud-based system by getting insights into its security posture. This course may be particularly valuable in helping build a foundation in observability for a Cloud Security Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Cloud Security Engineer

Security Architect

A Security Architect may use Observability in Google Cloud - 日本語版 to enhance the security of a cloud-based system by getting insights into its security posture. This course may be particularly valuable in helping build a foundation in observability for a Security Architect who is familiar with Google Cloud.

See salaries and explore the career path for Security Architect

Cloud Operations Engineer

A Cloud Operations Engineer may use Observability in Google Cloud - 日本語版 to get insights into the stability, performance, and reliability of a cloud-based system. This course may be particularly valuable in helping build a foundation in observability for a Cloud Operations Engineer who is familiar with Google Cloud.

See salaries and explore the career path for Cloud Operations Engineer

IT Manager

An IT Manager may use Observability in Google Cloud - 日本語版 to get insights into the stability, performance, and reliability of a cloud-based system. This course may be particularly valuable in helping build a foundation in observability for an IT Manager who is familiar with Google Cloud.

See salaries and explore the career path for IT Manager