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Designing Scalable Systems

Modern digital products and services start from small ideas and grow to be loved by millions of users. The key to making this possible is scalable system design. In this course, you will learn the design principles and implementation methods for growing from small to large systems.

(4.9) 16 reviews

171 learners

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software-design
Architecture

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What you will gain after the course

  • Learn the basic principles of scalable system design for growing from small to large services.

  • Learn about step-by-step design strategies and implementation plans that consider availability, performance, and scalability.

  • Learn about the roles and collaboration of platform, server, and client engineering.

Designing scalable systems; from small ideas to large-scale services-

Modern digital products and services start from small ideas and grow into something loved by millions of users. The key to making this possible is scalable system design. Scalability is the ability of a system to respond to the growth of users and the explosion of data.

This lecture will be centered around the project #POTD (Photo of the Day) . POTD is a simple and intuitive app that makes our stories special with one photo a day. Users take a photo, upload it with a short text, and then interact with other users, like it, and leave comments. It also started with the idea of using hashtags to easily find photos of people with similar interests.

However, this seemingly simple app also presents many challenges to system operation as the number of users gradually increases. In this lecture, you will learn the process of designing and launching an MVP (Minimum Viable Product) by applying the Outside-In and API-First Development Approach through the POTD project, and then expanding the system by solving various problems that actually occur when the number of users and traffic increases.

Key learnings that will be covered in the POTD project include:

  • Starting with a minimum viable product, you learn to design simple, efficient systems that focus on initial user requirements.

  • Learn how to scale your servers horizontally to accommodate user growth and how to effectively distribute traffic with a load balancer.

  • Learn how to process large amounts of data reliably and quickly using database clustering, replication, and caching strategies.

  • To overcome the limitations of database search, we introduce a search engine and a message queue to implement efficient search and asynchronous processing.

  • We use machine learning to analyze user data and design personalized recommendation systems.

  • Learn how to provide fast and reliable services to global users through CDN and multi-data centers.

Software development is not just about making systems work, it’s about making them maintain value and expandable in a changing environment. In this course, we’ll take the first step toward designing scalable and flexible systems. 🚀

Learn about these things

Scalable system design

Learn step-by-step the process of designing a global service starting from MVP through the POTD project. Design a system with performance and scalability by utilizing key technologies such as load balancing, database clustering, search engine, caching, and CDN.

Software design for scalability

You will learn how to solve session management problems that arise in horizontal scaling, design software for flexibility, and learn about adaptive architectures that can maintain the value of a system in changing environments.

Things to note before taking the class

Note

  • This course is a theory-oriented course with no practical exercises, and focuses primarily on introducing and understanding concepts and strategies.

  • This course provides an easy-to-understand introduction to the concepts for beginners in scalable system design. However, in-depth study of each technology is required separately.

  • This lecture was created using AI voice technology for more accurate delivery.


Recommended for
these people

Who is this course right for?

  • If you are familiar with programming but not with system architecture design

  • Those who do not have practical experience but want to understand the overall structure of software engineering and the principles of system design

  • Those who want to learn about the process of creating and operating large-scale services from small ideas

Need to know before starting?

  • You need experience with one or more programming languages (Java, Python, etc.).

  • You need to understand the basic concepts of computer science (CS) such as databases, networks, and algorithms.

  • You need a basic understanding of how HTTP and web applications work.

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4.9

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Curriculum

All

16 lectures ∙ (1hr 19min)

Course Materials:

Lecture resources
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Reviews

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16 reviews

4.9

16 reviews

  • vvlfmald님의 프로필 이미지
    vvlfmald

    Reviews 2

    Average Rating 5.0

    5

    100% enrolled

    신청하고 한 번에 다 봤습니다! 이 강의는 초급자를 위한 강의라고 소개되어 있지만, 저는 IT 업계에 종사하는 모든 사람들에게 도움이 될 만한 내용이라고 생각해요! 공부, 취업, 이직을 목표로 달리다 보면, 자칫 '나무'만 보게 되고 '숲'을 보지 못하는 경우가 많습니다. (제가 그랬어요...ㅠ^ㅠ) 강의를 듣기 전에도 '검색 엔진', '스케일 아웃' 같은 개념은 들어봤고 알고는 있었어요. 그런데 그게 왜 필요해지는지, 그리고 도입 후 어떤 흐름으로 발전하는지까지 체계적으로 정리해서 이해하고 있진 않았습니다. 그래서 만약 제가 이 강의에서 다루는 내용을 설명했다면, 결국 제가 그나마 잘 아는 특정 개념(나무)에 치중됐을 거예요. 하지만 이 강의에서는 그런 개념들이 어떻게 연결되어 전 세계 트래픽을 감당하는 거대한 서비스로 확장되는지를 자연스럽게 이해할 수 있도록 해줍니다!! 덕분에 서비스 설계를 더 넓은 시야에서 바라볼 수 있게 됐어요! 강의가 꼬리에 꼬리를 물고 진행되는 느낌이라 너무 재미있어서 한 번에 정주행했지만, 앞으로도 자주 찾아보게 될 것 같아요!

    • Jacky님의 프로필 이미지
      Jacky

      Reviews 1

      Average Rating 5.0

      5

      100% enrolled

      강사님의 다른 강의에서 이 내용을 들을 기회가 있었는데, 그때 너무 재미있게 듣고 강의로 나오면 꼭 다시 들어야지 하고 생각했었습니다. 항상 지엽적인 부분들을 공부하느라 큰 그림을 알고 싶은 마음이 강했는데, 내가 관여하는 부분이 프로젝트 전체에서 어떤 부분인지, 다른 부분과 어떻게 연관이 있는지 깨닫게 되는 좋은 강의입니다. 전체를 멀리서 바라보는 관점을 가지게 되니 시야가 한결 넓어진 기분입니다.

      • 코크님의 프로필 이미지
        코크

        Reviews 19

        Average Rating 5.0

        Edited

        5

        100% enrolled

        아주 좋은 강의였습니다.

        • juho_jeong님의 프로필 이미지
          juho_jeong

          Reviews 12

          Average Rating 5.0

          5

          31% enrolled

          • 김준환님의 프로필 이미지
            김준환

            Reviews 3

            Average Rating 5.0

            5

            100% enrolled

            $8.80

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