강의

멘토링

커뮤니티

Programming

/

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) 6 reviews

134 learners

  • entaline
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 photos...

User Photo 1

User Photo2

User Photo 3

Like this! We'll build a service that creates it together. With cost-effective serverless!

Generated Image

Generated Image 2

Generated Image 3

AI Full-Stack Course: Learn by Building a Pet Profile Generation Service

You've probably heard of AI services at least once, and some of you may have already tried using them.

AI image generation services are being launched with unique and diverse offerings, including generation, , and .

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

However, when preparing a service, considering not only the frontend and backend but also AI servers creates high barriers to entry. Image generation AI servers are especially expensive because they use graphics cards, making the costs too burdensome for side projects.


Creating Cost-Effective AI Services
with Serverless Architecture

In this course, we introduce how to build an image generation AI server as a serverless API and handle AI servers at low cost. We also introduce side project-friendly development approaches, such as building the backend serverless as well and designing a structure where costs are not charged when not in use.

You can experience full-stack development including frontend, backend, and AI server centered around a pet profile image generation service. Additionally, you can gain extensive experience in the entire service development/deployment process, including test server setup using AWS (Amazon Web Services) and SST, domain application, Toss Payments integration, and actual deployment.

After taking this course, you will gain the confidence to build your own AI service!

Reference Information

Course Direction

Create your own service
more easily with the provided source code!

Each lecture includes a lecture notes link. The lecture notes contain pre-written code that will be used in that lecture and explain which code to copy and where to add it during the lecture. They also explain how this code is structured and what can be changed by modifying different parts of the code. This is designed to make it easy to build your own service based on the lecture code in the future.


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

For each lecture, I've clearly distinguished whether we'll be working on the frontend, backend, or AI server. First, I'll explain the development structure we'll use, then build the necessary features step by step in the order a user would encounter them when accessing and using the site. Since this isn't an AI theory course, rather than focusing heavily on AI server construction and intensive AI code explanations, we'll center on the features needed to build your own service - such as how to preprocess images, which parts to modify to change generated images, and other practical implementation aspects.


Service modification deployment done right!

When you actually operate a service, there will be things that need to be modified and updated. The advanced course includes CI/CD on how to make modifications and deploy those changes.

Pre-enrollment Reference Information 📢

  • Tempo)

    I adjusted the tempo of all lectures to be fast so as not to waste time.

  • Cost)

    Since we use paid services like AWS, card registration is required. Although the course uses everything within the free tier limits, if you do extensive testing separately, charges may be incurred.

  • Q&A)

    Please feel free to leave questions anytime, and I'll respond as quickly as possible. If you provide detailed explanations so I can reproduce the same situation, I'll be able to give you more accurate answers!

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

134

Learners

6

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

6 reviews

4.8

6 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!

    • overzeus님의 프로필 이미지
      overzeus

      Reviews 7

      Average Rating 4.4

      5

      30% enrolled

      • 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.

            $99.00

            Similar courses

            Explore other courses in the same field!