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Full-stack

Hey, you can also create AI services. [Image AI Service Serverless Full Stack]

Learn Serverless Full-Stack Development, Deployment with AI Pet Concept Image Generation Service

(4.8) 5 reviews

129 learners

  • entaline4233
이론 실습 모두
Serverless
AWS
Dreambooth
RunPod
Generative AI

Reviews from Early Learners

What you will learn!

  • AI service-specialized React development

  • Low maintenance cost AWS Serverless Backend

  • Cost-effective AI serverless deployment

  • Apply domain

  • Toss Payments Payment Integration

  • AWS DynamoDB, S3, Lambda

  • Building an AI Server Using Docker

  • CI/CD

These pictures...

User Photo 1

User Photo 2

User Photo 3

Let's build a service that does just that! Cost-effective, serverless!

generated image

Created Image 2

Created Image 3

Learn AI Full-Stack with a Pet Profile Creation Service

Some of you may have heard of AI services or even used them.

A variety of unique AI services are being launched, including services that create <profile images>, <American high school style graduation photos>, and <pet profile photos> using image generation AI.

Have you ever thought about creating images like this with your own ideas?

However, when preparing a service, considering not only the front-end and back-end, but also the AI server, you face a high barrier to entry. Furthermore, the image generation AI server utilizes graphics cards, making it very expensive. This is a significant burden for a side project.


In a serverless manner
Creating cost-effective AI services

This lecture introduces a low- cost way to handle an image-generating AI server by building it with a serverless API . It also introduces a side-project-friendly development approach, including building the backend serverless and designing it so that it doesn't incur fees when not in use.

You'll experience a full-stack solution, encompassing front-end, back-end, and AI servers, centered around a pet profile image creation service. Furthermore, leveraging AWS (Amazon Web Services) and SST, you'll gain hands-on experience with the entire service development and deployment process, from test server setup and domain application to Toss Payments payments and live deployment.

After taking this course, you'll feel confident enough to build your own AI service!

Note

  • It is built as a serverless system based on JavaScript, with the front end using React and the back end using Node.js.

  • If you are curious about the pet image creation service, visit Raymong ( raymong.com )!

Lecture progress direction

With the provided source code
Make your own service a little easier!

Each lecture includes a link to lecture notes. These notes contain pre-written code for the lecture, explaining which code to copy and where to insert it during the lecture. They also explain how the code is structured and what changes can be made to the code. This makes it easy to build your own services based on the lecture code in the future.


Front-end, back-end, and AI servers
Everything about full-stack AI services!

Each lecture distinguishes between front-end, back-end, and AI server development. We begin by explaining the development structure, then walk through the necessary features step-by-step, from a user's perspective. Because this isn't an AI theory course, we focus on building an AI server and, rather than delving into AI code, on features necessary for building your own service, such as how to preprocess images and what changes you need to make to modify the generated images.


Service modifications are guaranteed to be distributed!

When operating an actual service, there will be things that need to be modified and updated. The advanced lecture includes CI/CD, which covers how to modify and deploy the modifications.

Notes before taking the course 📢

  • tempo)

    We've adjusted the tempo of all lectures to be fast-paced so you don't waste time.

  • expense)

    Because we use paid services like AWS, credit card registration is required. While all lectures use the free usage limit, additional testing may incur fees.

  • Q&A)

    Feel free to leave a question at any time and I'll respond as quickly as possible. Please provide detailed descriptions so I can replicate the situation, which will help me provide a more accurate answer!

Recommended for
these people

Who is this course right for?

  • For those who wanted their own AI service

  • Wanted to build an AI service but felt cost was a burden.

  • Anyone who wants to try full-stack development and deployment using serverless.

Need to know before starting?

  • HTML, CSS

  • Javascript (required, must know syntax)

  • React (optional)

Hello
This is

129

Learners

5

Reviews

18

Answers

4.8

Rating

1

Course

AI 서비스 사이드 프로젝트를 많이 진행합니다.

서버리스로 비용 효율적인 구조를 만드는데 큰 관심이 있습니다.

Curriculum

All

40 lectures ∙ (5hr 39min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

All

5 reviews

4.8

5 reviews

  • JW님의 프로필 이미지
    JW

    Reviews 1

    Average Rating 5.0

    5

    8% enrolled

    사이드 프로젝트로 하기엔 서버 비용이 조금 부담스러웠는데 비용 효율적으로 할 수 있다는 걸 알게 되어서 좋은 강의였습니다!

    • amy님의 프로필 이미지
      amy

      Reviews 4

      Average Rating 4.8

      4

      30% enrolled

      • lkhseven님의 프로필 이미지
        lkhseven

        Reviews 3

        Average Rating 5.0

        5

        100% enrolled

        AI 라는 신박한 주제로 최신 다양한 IT기술을 접목하여 풀스택으로 개발하는 과정을 알게 되어 매우 흥미로웠습니다. 다만, 한꺼번에 많은 서비스 및 최신 기술들을 접하게 되니 한 번의 수강으로는 이해하기 조금 어려운 부분이 있습니다. 관련지식을 어느정도 익히고 반복적으로 학습하면 정말 많은 부분에서 성장을 할 수 있을것 같습니다. 좋은 강의 감사합니다. (이상 C/C++만 경험했던 개발자)

        • ba3263님의 프로필 이미지
          ba3263

          Reviews 1

          Average Rating 5.0

          5

          10% enrolled

          1. 영상을 보고 코드를 따라 쓰느라 시간을 많이 허비하는 경우가 많았는데, 따로 복붙할 수 있는 강의자료를 제공해주셔서 영상에서는 코드가 어떻게 돌아가는지 설명을 해주셔서 이해하기 수월해서 좋았습니다. 2. 템포가 빠른 느낌은 있습니다. 아는 부분은 바로 넘어가고 몰랐거나 이해가 잘 되지 않는 부분은 돌아가서 다시 들으며 강의를 들었습니다. 3. 저는 리액트를 어느정도 공부를 한 상태여서 수월하게 들었으나 자바스크립트가 익숙하지 않으신 분이라면 따라가기 힘들 수 있을 것 같습니다. 4. 아무래도 풀스택이다보니 모두 디테일하게 들어가지는 않지만 프로젝트를 완성하는 데에는 부족함은 없었습니다. 5. 다른 강의에 비해 비싼 감이 있다고 느꼈는데, AI 프로젝트를 진행할 때 기반 코드를 얻었다는 느낌과 다른 강의에서는 찾을 수 없는 주제인 만큼 그 값어치를 한다고 생각합니다.

          • jychae95님의 프로필 이미지
            jychae95

            Reviews 1

            Average Rating 5.0

            5

            15% enrolled

            구현해보고 싶은 AI 이미지 생성 아이디어가 있었는데 딱 시의적절한 강의가 되어주었습니다! 좋은 서비스 만들어볼게요!

            $99.00

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