Develop the technical foundation to design and implement scalable, interconnected cloud systems. In this course, you’ll explore distributed architectures and web service design that power today’s high-performance applications. Through hands-on lessons, you’ll learn how distributed systems manage computation, storage, and communication across multiple machines, and how RESTful APIs enable seamless data exchange between services. You’ll also gain experience deploying applications using virtualization and cloud storage technologies.

Distributed Systems and Web Services
本课程是 Cloud Computing for Data Science 专项课程 的一部分
访问权限由 New York State Department of Labor 提供
您将学到什么
Analyze key architectural styles in distributed systems and their scalability trade-offs.
Design and implement RESTful web services for reliable system communication.
Deploy and manage containerized applications using Docker in virtualized environments.
Integrate cloud storage and distributed data systems for scalable application design.
您将获得的技能
- Docker (Software)
- Flask (Web Framework)
- Distributed Computing
- Web Services
- Software Architecture
- Extensible Markup Language (XML)
- API Design
- Cloud Applications
- Computer Architecture
- Cloud Storage
- JSON
- Cloud Computing Architecture
- Restful API
- Cloud Computing
- Google Cloud Platform
- Microservices
- Virtualization
- Cloud Infrastructure
- Scalability
- Containerization
- 技能部分已折叠。显示 9 项技能,共 20 项。
要了解的详细信息

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19 项作业
February 2026
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该课程共有5个模块
In this module, you'll explore key architectural styles used in distributed systems, including client-server, peer-to-peer, layered, and microservices models. Through real-world case studies like Instagram, BitTorrent, Netflix, and Uber, you'll examine how each style supports scalability, performance, and system flexibility. By the end, you'll understand how architectural decisions shape the design and behavior of distributed applications.
涵盖的内容
6个视频5篇阅读材料3个作业
In this module, you'll learn how web services enable communication across the internet using HTTP, data formats like JSON and XML, and RESTful architecture. Through real-world use cases and guided code reviews, you'll explore the request/response model, how synchronous and asynchronous requests work, and how APIs are designed and integrated into cloud-based applications. By the end, you'll understand how modern web services are structured, accessed, and integrated into cloud-based applications.
涵盖的内容
4个视频7篇阅读材料4个作业
In this module, you'll take a hands-on approach to implementing RESTful web services using Flask. You’ll set up a basic Flask application, implement routing and HTTP methods, and manage static content and templates. Through interactive tutorials, code reviews, and an implementation assignment, you’ll learn how to design, structure, and debug lightweight RESTful APIs that are ready for deployment in cloud environments.
涵盖的内容
5个视频9篇阅读材料3个作业
In this module, you'll examine how virtualization contributes to the foundation of cloud computing by enabling flexible, scalable infrastructure. You'll explore key technologies such as software-defined networking, software-defined storage, and containerization with Docker. Through hands-on activities, you'll learn how to deploy cloud-native applications using Docker and Flask-based RESTful APIs.
涵盖的内容
6个视频2篇阅读材料4个作业
This module introduces you to the fundamentals of cloud storage, including key storage types, underlying systems, and distributed architectures. Through case studies, quizzes, and practice activities using Google Cloud and RESTful APIs, you’ll gain practical experience with block storage, object storage, and distributed file systems.
涵盖的内容
5个视频5篇阅读材料5个作业
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课程 是 University of Pittsburgh提供的以下学位课程的一部分。如果您被录取并注册,您已完成的课程可计入您的学位学习,您的学习进度也可随之转移。
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