Architecting with Google Kubernetes Engine: Production 日本語版 from Coursera

What's inside

Syllabus

コースの概要

このモジュールでは、このコースの構造と全体像をよく知ることができます。

Kubernetes と Google Kubernetes Engine（GKE）のアクセス制御とセキュリティ

このモジュールでは、GKE クラスタ内のリソースに対してどのユーザーがどのような操作を実行できるかを管理するために、Kubernetes の認証と認可について学びます。このモジュールを学ぶことで、適切なアクセスポリシーを整備してクラスタとアプリケーションの安全性を高められるようになります。

Google Kubernetes Engine（GKE）のロギングとモニタリング

このモジュールでは、Kubernetes にロギングを実装する方法と、Google が提供するマルチクラウドリソース調査ツールである Google Cloud のオペレーションスイートを使用して GKE の基本機能を拡張する方法について学びます。また、GKE クラスタ内のリソースによって生成された Kubernetes ログを検索、検査する方法、Google Cloud のオペレーションスイートを使用して、Google Cloud のリソースおよびそれらのリソースで構築したアプリケーションの可用性とパフォーマンスをモニタリング、管理する方法をご紹介します。さらに、Google Cloud のオペレーションスイートおよび BigQuery を使用して、保存期間を延長し、ログのフォレンジック分析を行う方法、稼働中のアプリケーションの状態をチェックするためにプローブを作成する方法を学びます。

Google Kubernetes Engine（GKE）での Google Cloud マネージドストレージサービスの使用

このモジュールでは、マネージドストレージサービスとセルフマネージドのコンテナ化されたストレージを比較して、アプリケーションにとってのそれぞれの長所と短所を学びます。また、Kubernetes クラスタ内で稼働中のアプリケーションで使用されている Cloud Storage のユースケースと、Google Cloud のさまざまなマネージドデータベースサービスをご紹介します。さらに、Cloud SQL Proxy を使用して、Kubernetes アプリケーション内から、マネージドデータベースサービスの一つである Cloud SQL に接続するタスクを単純化する方法を学びます。

Google Kubernetes Engine（GKE）の CI / CD の使用

このモジュールでは、CI / CD のコンセプト、Google Cloud でご利用いただけるツール、ユースケースをいくつかご紹介します。皆様の組織で活用できそうなものをぜひ見つけてください。

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

適用する役割をカスタマイズし、各ユーザーの権限を適切に管理できます。

Google Cloud のオペレーションスイートを活用して、ログの検索や検査を効率化できます。

マネージドストレージサービスとセルフマネージドストレージの特性を理解し、アプリケーションに適した選択ができます。

Google Cloud のマネージドデータベースサービスを Kubernetes アプリケーションから利用できます。

CI/CD のコンセプトや Google Cloud の提供するツールに関する理解を深められます。

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 Architecting with Google Kubernetes Engine: Production 日本語版 with these activities:

Organize your course materials

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Keeping your course materials organized will help you stay on track and find information easily.

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Create a folder or notebook for your course materials.
Download and save all the course handouts, presentations, and assignments.
Organize your materials into logical sections or categories.

Review GKE Concepts

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Google Kubernetes Engine (GKE) is the main focus of this course. Reviewing basic GKE concepts will provide a solid foundation for future lessons.

Browse courses on Google Kubernetes Engine

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Read about GKE concepts in the documentation
(Optional) Watch videos or tutorials on GKE
Review the GKE documentation

Review Kubernetes and GKE concepts

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Understanding the core concepts of Kubernetes and GKE will provide a solid foundation for this course.

Browse courses on Kubernetes

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Review Kubernetes basics, such as pods, containers, and clusters.
Explore the GKE console and familiarize yourself with the interface.
Deploy a simple application to a GKE cluster.

Eight other activities

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Google Cloud Kubernetes Engine (GKE) tutorials

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Going through the official GKE tutorials will enhance your practical skills with GKE.

Browse courses on Kubernetes

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Follow the official GKE tutorials on the Google Cloud website.
Practice the concepts covered in the tutorials in your own GKE cluster.
Review the documentation for the Kubernetes resources used in the tutorials.

Review networking and security concepts

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Networking and security concepts are important for understanding how to deploy and manage GKE clusters.

Browse courses on Kubernetes

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Review basic networking concepts, such as IP addresses, subnets, and routing.
Review basic security concepts, such as authentication, authorization, and encryption.
Explore how these concepts apply to Kubernetes and GKE.

Attend Kubernetes meetups or conferences

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Networking with other Kubernetes and GKE users can provide valuable insights and resources.

Browse courses on Kubernetes

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Find local Kubernetes meetups or conferences.
Attend the events and introduce yourself to other attendees.
Share your knowledge and experiences with others.

Kubernetes Security Audit

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Kubernetes security is crucial for protecting your applications and data. Following guided tutorials will help you perform a thorough security audit.

Browse courses on Kubernetes Security

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Find a tutorial on Kubernetes security auditing
Follow the steps in the tutorial
Document your findings and recommendations

Kubernetes and GKE practice exercises

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Solving Kubernetes and GKE exercises will reinforce your understanding of the core concepts.

Browse courses on Kubernetes

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Use the Kubernetes documentation to find examples of common Kubernetes tasks.
Practice deploying, managing, and scaling applications in a GKE cluster.
Troubleshoot common Kubernetes and GKE issues.

Kubernetes Troubleshooting Exercises

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Troubleshooting Kubernetes issues is essential for maintaining a healthy cluster. These exercises will sharpen your troubleshooting skills.

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Find a set of Kubernetes troubleshooting exercises
Attempt to solve the exercises
Review your solutions and identify areas for improvement

Share your GKE knowledge

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Teaching others about Kubernetes and GKE will deepen your own understanding.

Browse courses on Kubernetes

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Write a blog post or article about a Kubernetes or GKE topic.
Create a tutorial or presentation on Kubernetes or GKE.
Answer questions about Kubernetes or GKE on forums or social media.

Contribute to Kubernetes or GKE open source projects

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Contributing to Kubernetes or GKE open source projects will give you hands-on experience and help you connect with the community.

Browse courses on Kubernetes

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Find an open source Kubernetes or GKE project that interests you.
Review the project's documentation and contribute code improvements.
File bug reports or feature requests.

Career center

Learners who complete Architecting with Google Kubernetes Engine: Production 日本語版 will develop knowledge and skills that may be useful to these careers:

Cloud Software Engineer

A Cloud Software Engineer designs, builds, and maintains cloud-based software systems, which aligns with the topics covered in this course. This course provides you with the technical foundation needed to succeed as a Cloud Software Engineer by teaching you how to configure and manage Kubernetes clusters on Google Cloud, implement security mechanisms, and integrate various Google Cloud services within your applications. Through hands-on labs and interactive exercises, you'll gain practical experience in deploying and managing containerized applications on GKE, ensuring their security and reliability.

See salaries and explore the career path for Cloud Software Engineer

Cloud Architect

Cloud Architects are responsible for designing and managing cloud computing solutions that meet the specific needs of organizations. This course can be valuable for aspiring Cloud Architects as it provides a deep dive into the architectural best practices and security considerations for deploying containerized applications on Google Kubernetes Engine (GKE). Through hands-on exercises, you'll learn how to configure access control, implement logging and monitoring, and integrate with Google Cloud storage and database services. This knowledge is essential for designing and operating secure and scalable cloud-native applications.

See salaries and explore the career path for Cloud Architect

DevOps Engineer

DevOps Engineers bridge the gap between development and operations teams to ensure efficient software delivery. This course can enhance your DevOps skillset by providing you with a comprehensive understanding of Kubernetes and GKE, which are widely adopted container orchestration technologies. You'll learn how to automate deployment pipelines, implement continuous integration and continuous delivery (CI/CD) practices, and monitor and troubleshoot GKE clusters. This knowledge is invaluable for DevOps Engineers responsible for managing and optimizing cloud-native infrastructure.

See salaries and explore the career path for DevOps Engineer

Kubernetes Administrator

Kubernetes Administrators specialize in managing and maintaining Kubernetes clusters. This course provides a solid foundation for aspiring Kubernetes Administrators by covering core concepts such as cluster architecture, access control, logging and monitoring, and storage management on GKE. Through hands-on labs, you'll gain practical experience in configuring and securing Kubernetes clusters, as well as troubleshooting common issues. This expertise is highly sought after as organizations increasingly adopt Kubernetes for container orchestration.

See salaries and explore the career path for Kubernetes Administrator

Site Reliability Engineer (SRE)

Site Reliability Engineers (SREs) ensure the reliability and uptime of software systems. This course can benefit aspiring SREs by providing insights into the monitoring and logging capabilities of GKE. You'll learn how to collect and analyze logs from Kubernetes components and applications, set up alerts and dashboards, and use Google Cloud's Operations Suite to gain visibility into the health and performance of your GKE clusters. This knowledge is essential for SREs responsible for maintaining and troubleshooting cloud-native systems.

See salaries and explore the career path for Site Reliability Engineer (SRE)

Cloud Security Engineer

Cloud Security Engineers specialize in securing cloud computing environments. This course can complement your existing security expertise by providing a deep dive into the security features and best practices for GKE. You'll learn how to implement access control, configure network policies, and monitor for security threats. This knowledge is in high demand as organizations prioritize the security of their cloud infrastructure and applications.

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Data Engineer

Data Engineers design and build data pipelines and manage data storage systems. This course may be useful for Data Engineers interested in integrating Google Cloud storage and database services with their data processing pipelines. You'll learn how to use Cloud Storage and Cloud SQL within Kubernetes clusters, enabling you to store and manage large datasets efficiently and securely in the cloud.

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Full Stack Engineer

Full-Stack Engineers are responsible for both the front-end and back-end development of software applications. This course can enhance your full-stack skillset by providing you with a solid understanding of Kubernetes and GKE, which are widely used for deploying and managing containerized applications. You'll learn how to integrate Kubernetes into your application development process, allowing you to build and deploy cloud-native applications efficiently.

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Cloud Platform Architect

Cloud Platform Architects design and manage cloud computing platforms that meet the specific needs of organizations. This course provides a valuable foundation for aspiring Cloud Platform Architects by covering core concepts such as Kubernetes architecture, access control, logging and monitoring, and storage management on GKE. Through hands-on exercises, you'll gain practical experience in configuring and securing Kubernetes clusters, as well as troubleshooting common issues. This expertise is essential for designing and operating scalable and reliable cloud platforms.

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Senior DevOps Engineer

Senior DevOps Engineers lead and manage DevOps teams and are responsible for the overall efficiency and effectiveness of software delivery. This course may be useful for aspiring Senior DevOps Engineers by providing a comprehensive overview of Kubernetes and GKE, which are crucial technologies for modern DevOps practices. You'll learn how to implement continuous integration and continuous delivery (CI/CD) pipelines, automate deployment processes, and monitor and troubleshoot GKE clusters. This knowledge is essential for leading and managing DevOps teams in cloud-native environments.

See salaries and explore the career path for Senior DevOps Engineer

Cloud Native Developer

Cloud Native Developers specialize in developing and deploying applications that are designed to run in the cloud. This course provides a strong foundation for aspiring Cloud Native Developers by covering core concepts such as Kubernetes architecture, access control, logging and monitoring, and storage management on GKE. Through hands-on exercises, you'll gain practical experience in building and deploying containerized applications on GKE, ensuring their security and reliability. This knowledge is essential for developing cloud-native applications that are scalable, fault-tolerant, and easy to manage.

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Principal Software Engineer

Principal Software Engineers lead and mentor software engineering teams and are responsible for the technical vision and direction of software development projects. This course may be useful for aspiring Principal Software Engineers by providing a deep dive into the architectural best practices and security considerations for deploying containerized applications on Google Kubernetes Engine (GKE). Through hands-on exercises, you'll learn how to configure access control, implement logging and monitoring, and integrate with Google Cloud storage and database services. This knowledge is essential for leading and managing software engineering teams responsible for designing and operating complex cloud-native systems.

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System Administrator

System Administrators manage and maintain computer systems and networks. This course may be useful for System Administrators interested in specializing in cloud administration. You'll learn how to configure and manage Kubernetes clusters on Google Kubernetes Engine (GKE), implement security mechanisms, and integrate with various Google Cloud services. This knowledge is essential for managing and maintaining cloud-based infrastructure and applications.

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Technical Program Manager

Technical Program Managers lead and manage technical projects and programs. This course may be useful for aspiring Technical Program Managers by providing a comprehensive overview of Kubernetes and GKE, which are crucial technologies for modern software development and deployment. You'll learn how to plan and execute cloud-native projects, manage cross-functional teams, and ensure the successful delivery of cloud-based solutions.

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IT Manager

IT Managers plan and manage the information technology (IT) resources of an organization. This course may be useful for aspiring IT Managers by providing insights into the management and security of cloud-native infrastructure. You'll learn how to configure and manage Kubernetes clusters on Google Kubernetes Engine (GKE), implement security mechanisms, and integrate with various Google Cloud services. This knowledge is essential for managing and securing cloud-based IT infrastructure and applications.

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Reading list

We've selected nine 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 Architecting with Google Kubernetes Engine: Production 日本語版.