Reliable Cloud Infrastructure: Design and Process 日本語版 from Coursera

本コースでは、実績ある設計パターンを利用し、信頼性と効率に優れたソリューションを Google Cloud で構築する方法を学習します。本コースは Architecting with Google Compute Engine または Architecting with Google Kubernetes Engine の後続コースであり、これらいずれかのコースで取り上げられているテクノロジーを習得済みであることが受講の前提になります。講義、設計アクティビティ、ハンズオンラボを通して、信頼性と可用性が高く、安全でコスト効率に優れた Google Cloud デプロイメントを設計するためのビジネス要件と技術的要件をバランス良く定義する方法を学びます。

このコースでは、以下のスキルについて学習します。

● 問い、テクニック、設計上の考慮事項からなるツールセットを適用する

● アプリケーションの要件を定義し、KPI、SLO、SLI として具体的に表す

● アプリケーション要件を細分化し、適切なマイクロサービス境界を見つける

●Google Cloud のデベロッパーツールを利用して、自動化された先進的なデプロイパイプラインを設定する

● アプリケーションの要件に基づき、適切な Cloud Storage サービスを選択する

このコースでは、以下のスキルについて学習します。

● 問い、テクニック、設計上の考慮事項からなるツールセットを適用する

● アプリケーションの要件を定義し、KPI、SLO、SLI として具体的に表す

● アプリケーション要件を細分化し、適切なマイクロサービス境界を見つける

●Google Cloud のデベロッパーツールを利用して、自動化された先進的なデプロイパイプラインを設定する

● アプリケーションの要件に基づき、適切な Cloud Storage サービスを選択する

● クラウドネットワークとハイブリッドネットワークを設計する

● 主要なパフォーマンス指標とコストのバランスを保ちつつ、信頼性がありスケーラブルで復元性に優れたアプリケーションを実装する

●アプリケーションに適した Google Cloud デプロイメントサービスを選択する

● クラウドのアプリケーション、データ、インフラストラクチャを保護する

● Google Cloud ツールを使用してサービスレベル目標とコストをモニタリングする

前提条件

● Architecting with Google Cloud Platform Specialization または Architecting with Google Kubernetes Engine の先行コースを修了している、または同等の経験を有すること

● コマンドラインツールと Linux オペレーティングシステム環境の基礎を習熟していること

● システム運用の経験（オンプレミスまたはパブリッククラウド環境でのアプリケーションのデプロイや管理を含む）を有すること

What's inside

Syllabus

はじめに

Reliable Google Cloud Infrastructure: Design and Process コースへようこそ。コースの構成と内容について説明します。

サービスの定義

このモジュールでは、ロールとペルソナの観点からシステムのユーザーを定義する方法を学習します。重要業績評価指標（KPI）を使用して成果を測定する方法を学習し、サービスレベル目標（SLO）、サービスレベル指標（SLI）、サービスレベル契約（SLA）について考察します。

マイクロサービスの設計とアーキテクチャ

このモジュールでは、アプリケーションのアーキテクチャとマイクロサービスの設計を紹介します。

DevOps 自動化

このモジュールでは、一貫した、信頼性の高い、迅速なデプロイを実現するうえで重要な要素となる DevOps の自動化を紹介します。

ストレージソリューションの選択

このモジュールでは、Google Cloud のストレージソリューションとデータソリューションについて考察し、ビジネス要件と技術要件に見合った最適なソリューションを選択する方法を紹介します。

Google Cloud とハイブリッドネットワークアーキテクチャ

このモジュールでは、ハイブリッドアーキテクチャを含め、Google Cloud のネットワークアーキテクチャについて考察します。

Google Cloud へのアプリケーションのデプロイ

このモジュールでは、アプリケーションを Google Cloud にデプロイする複数の方法について考察します。Google Cloud では、多くのデプロイプラットフォームを用意しており、どれを選べばよいか必ずしもすぐにわかるわけではありません。

信頼性の高いシステムの設計

このモジュールでは、信頼性の高いシステムの設計方法について説明します。

セキュリティ

このモジュールでは、セキュリティについて説明します。Google は、20 年にわたり、クラウド上で安全を確保して事業を展開しています。セキュリティがイノベーションを促進するという強い信念があります。クラウドアーキテクトは、セキュリティを最優先すれば、他のものはすべて後からついてくるという姿勢を取る必要があります。

メンテナンスとモニタリング

このコースの最終モジュールでは、アプリケーションのメンテナンスとモニタリングについて説明します。

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

適切なクラウド導入を設計する際に役立つ実績ある設計パターンを学習できます

アプリケーションの要件を特定し、KPI、SLO、SLI として具体的に表す方法を学習できます

Google Cloud の開発者ツールを使用して、自動化された先進的な導入パイプラインを設定する方法を学習できます

アプリケーションの要件に基づき、適切な Cloud Storage サービスを選択する方法を学習できます

クラウドネットワークとハイブリッドネットワークを設計する方法を学習できます

主要なパフォーマンス指標とコストのバランスを保ちつつ、信頼性がありスケーラブルで復元性に優れたアプリケーションを実装する方法を学習できます

Reviews summary

Positive and informative cloud architecture course

This course has been well received by learners, with many of its students praising it for its clear explanations, practical focus, and deep dive into cloud architecture principles. With a strong emphasis on hands-on labs and activities, this course aims to prepare learners to design and deploy scalable, reliable, and secure cloud infrastructure solutions.

Concepts Explained Clearly

"The explanations were very clear and easy to follow."

"The instructor did a great job of explaining the concepts in a way that was both engaging and informative."

Packed with Hands-On Labs

"The hands-on labs were a great way to solidify the concepts."

"The labs were very helpful in understanding the material."

Focuses on Real-World Applications

"The course is very practical and focuses on real-world applications."

"I was able to apply the knowledge I gained in my own projects."

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 Reliable Cloud Infrastructure: Design and Process 日本語版 with these activities:

リソースとツールのコンピレーション

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この活動は、受講生が Google Cloud のアーキテクチャに関するリソースとツールを体系化して収集する機会を提供します。これにより、コースの資料を補完し、長期的な学習を強化できます。

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関連するドキュメント、チュートリアル、ブログ記事を収集する
リソースをカテゴリ別に整理する
コンピレーションをクラスメートやオンラインで共有する（オプション）

Review core principles of cloud computing

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Brush up on the fundamentals of cloud computing to ensure a solid understanding of the underlying concepts covered in this course.

Browse courses on Cloud Computing

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Revisit key concepts such as virtualization, scalability, and elasticity.
Review the different cloud service models (IaaS, PaaS, SaaS) and their benefits.
Explore the various cloud deployment models (public, private, hybrid).

ディスカッションフォーラムへの参加

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この活動は、受講生が他の受講生やインストラクターと交流し、コースのトピックについて意見を交換する機会を提供します。これにより、理解が深まり、新しい視点が得られます。

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ディスカッションフォーラムのトピックを閲覧する
質問を投稿したり、他の人の質問に回答したりする
フォーラムでの議論やアイデアを要約する

Five other activities

Expand to see all activities and additional details

Show all eight activities

Practice deploying applications on Google Kubernetes Engine

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Reinforce your understanding of Kubernetes by following guided tutorials that walk you through deploying applications on GKE.

Browse courses on Google Kubernetes Engine

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Set up a Kubernetes cluster on GKE.
Deploy a sample application to the cluster.
Scale the application and monitor its performance.

Participate in a study group to discuss design patterns and best practices

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Engage with peers to exchange ideas, share experiences, and learn from each other's perspectives on cloud architecture design.

Browse courses on Cloud Architecture Design

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Join or create a study group with other students taking the course.
Discuss design patterns, best practices, and challenges related to Google Cloud deployments.
Collaborate on projects and provide feedback to each other.

ハンズオンラボ：アプリケーションのデプロイメント

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この活動は、受講生が Google Cloud にアプリケーションをデプロイする実践的な経験を積むのに役立ちます。これにより、信頼性と効率に優れたソリューションの設計と実装に対する理解が深まります。

Browse courses on Google Kubernetes Engine

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Deployment Manager を使用してアプリケーションをデプロイする
Kubernetes Engine を使用してコンテナ化されたアプリケーションをデプロイする
デプロイメントのモニタリングとトラブルシューティングを行う

Solve design challenges related to Google Cloud deployments

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Test your ability to apply design principles by solving challenges that simulate real-world Google Cloud deployment scenarios.

Browse courses on Cloud Architecture Design

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Analyze a given scenario and identify the key design considerations.
Develop a solution that meets the requirements of the scenario.
Evaluate the solution and identify areas for improvement.

Design and implement a multi-tier application architecture on Google Cloud

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Apply your knowledge of Google Cloud services and architecture by designing and implementing a complete multi-tier application.

Browse courses on Cloud Architecture Design

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Define the application requirements and design the architecture.
Implement the application using appropriate Google Cloud services.
Test and deploy the application.

Career center

Learners who complete Reliable Cloud Infrastructure: Design and Process 日本語版 will develop knowledge and skills that may be useful to these careers:

Cloud Architect

If you are looking to become a Cloud Architect, the course, "Reliable Cloud Infrastructure: Design and Process 日本語版," can be a valuable asset. This course introduces you to best practices and strategies for designing and deploying reliable and scalable cloud infrastructure. The skills and knowledge gained in this course will help you excel in your role as a Cloud Architect, enabling you to design and implement cloud solutions that meet the demands of modern businesses.

See salaries and explore the career path for Cloud Architect

Cloud Platform Engineer

The course, "Reliable Cloud Infrastructure: Design and Process 日本語版," from Google Cloud, covers the fundamentals of designing and deploying reliable and scalable cloud infrastructure. This course would be beneficial to someone who aspires to be a Cloud Platform Engineer. It provides essential knowledge and skills for designing, implementing, and managing cloud platforms.

See salaries and explore the career path for Cloud Platform Engineer

Infrastructure Architect

For those interested in pursuing a career as an Infrastructure Architect, the course entitled, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, can be a valuable asset. This course introduces best practices and strategies for designing and deploying reliable and scalable infrastructure. The skills and knowledge gained in this course will help you excel in your role as an Infrastructure Architect, enabling you to design and implement infrastructure solutions that meet the demands of modern businesses.

See salaries and explore the career path for Infrastructure Architect

Reliability Engineer

As someone who is interested in becoming a Reliability Engineer, you should take the course entitled, "Reliable Cloud Infrastructure: Design and Process 日本語版," on Google Cloud. The course teaches about building reliable solutions using proven design patterns. It discusses how to balance performance indicators and cost to implement resilient applications. This course can be pivotal in helping you to succeed in this field as a Reliability Engineer.

See salaries and explore the career path for Reliability Engineer

DevOps Engineer

The course, "Reliable Cloud Infrastructure: Design and Process 日本語版," from Google Cloud, covers the principles and practices of designing and deploying reliable and scalable cloud infrastructure. This course would be beneficial to someone who aspires to be a DevOps Engineer. It provides essential knowledge and skills for automating software delivery and infrastructure management, a crucial aspect of DevOps engineering.

See salaries and explore the career path for DevOps Engineer

Cloud Engineer

The course, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, can be beneficial for those looking to become a Cloud Engineer. This course provides a foundation in designing and deploying reliable and scalable cloud solutions. By taking this course, you will gain the knowledge and skills necessary to succeed in this role.

See salaries and explore the career path for Cloud Engineer

Site Reliability Engineer

The course, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, covers best practices for designing and deploying highly reliable cloud infrastructure. Anyone looking for a career as a Site Reliability Engineer would benefit from taking this course. It can be instrumental in providing you with the skills and knowledge needed to design, build, and maintain reliable and scalable systems.

See salaries and explore the career path for Site Reliability Engineer

Cloud Security Engineer

For individuals seeking a career as a Cloud Security Engineer, the course "Reliable Cloud Infrastructure: Design and Process 日本語版," can be a valuable asset. This course gives insights into designing and deploying secure cloud infrastructure and covers best practices for protecting data and applications in the cloud. By taking this course, you will gain the knowledge and skills necessary to succeed in this role.

See salaries and explore the career path for Cloud Security Engineer

Data Architect

The course, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, can be beneficial for those looking to become a Data Architect. This course covers best practices for designing and deploying reliable and scalable data infrastructure. By taking this course, you will gain the knowledge and skills necessary to succeed in this role.

See salaries and explore the career path for Data Architect

Network Architect

Individuals interested in a career as a Network Architect may find the course entitled, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, to be a valuable resource. This course provides a foundation in designing and deploying reliable and scalable network infrastructure. The knowledge and skills gained from this course will help you excel in your role as a Network Architect, enabling you to design and implement network solutions that meet the demands of modern businesses.

See salaries and explore the career path for Network Architect

Database Administrator

The course, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, can be beneficial for those looking to become a Database Administrator. This course provides a foundation in designing and deploying reliable and scalable database systems. By taking this course, you will gain the knowledge and skills necessary to succeed in this role.

See salaries and explore the career path for Database Administrator

Full-Stack Developer

If you are interested in becoming a Full Stack Developer, the course, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, can provide a strong foundation. This course covers the principles and practices of designing and deploying reliable and scalable cloud applications. The knowledge and skills gained from this course will enable you to develop and implement software solutions that meet the demands of modern businesses.

See salaries and explore the career path for Full-Stack Developer

Software Architect

Those interested in a career as a Software Architect may find the course, "Reliable Cloud Infrastructure: Design and Process 日本語版," particularly relevant. This course provides a foundation in designing and deploying reliable and scalable software systems. The knowledge and skills gained from this course will help you excel in your role as a Software Architect, enabling you to design and implement software solutions that meet the demands of modern businesses.

See salaries and explore the career path for Software Architect

Systems Analyst

For individuals interested in a career as a Systems Analyst, the course "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, can be a valuable resource. This course provides a foundation in designing and deploying reliable and scalable systems. By taking this course, you will gain the knowledge and skills necessary to succeed in this role.

See salaries and explore the career path for Systems Analyst

IT Consultant

Those interested in a career as an IT Consultant may find the course entitled, "Reliable Cloud Infrastructure: Design and Process 日本語版," offered by Google Cloud, to be a valuable asset. This course introduces best practices and strategies for designing and deploying reliable and scalable infrastructure. The skills and knowledge gained in this course will help you excel in your role as an IT Consultant, enabling you to provide valuable advice to clients on how to design and implement IT solutions that meet their business needs.

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