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LLM Application In Production

This video shares the experience/know-how learned while building an LLM Application with over 200,000 MAU and the supporting LLMOps environment.

(4.7) 96 reviews

1,525 learners

Level Basic

Course period Unlimited

LLM
LLM
RAG
RAG
mlops
mlops
LLM
LLM
RAG
RAG
mlops
mlops
Thumbnail

Reviews from Early Learners

4.7

5.0

이석화

100% enrolled

It was very informative as you provided a comprehensive explanation on how to utilize LLM (mainly RAG) in actual production.

5.0

푸른잎

100% enrolled

Thank you.

5.0

smceo98

75% enrolled

It was great to hear real-world industry stories. The diction is also good, so it's not boring.

What you will gain after the course

  • LLM Application Operating Experience

  • LLMOps Case Study

  • RAG Evaluation

This is a video sharing experience/know-how learned while building an LLM application with over 200,000 MAU and the LLMOps environment that supports it.
Original video link: https://www.youtube.com/watch?v=980oyIufuVQ


Sharing topic:
1. Introduction to Super News
2. RAG In Production
- Prompt Chaining
- Retrieval Enhancement
- Data Engineering
- System
3. QA Evaluation
- Method/Metric/Dimension
- Internal Process
4. LLM Ops
- RAG Production Cycle
- Versioning
- GUI for Prompt Chaining
- Experiments

Recommended for
these people

Who is this course right for?

  • Person who develops LLM Application / RAG

  • LLMOps environment hopeful

  • A person who wants to do RAG Evaluation well

Hello
This is grab

10,072

Learners

610

Reviews

944

Answers

4.7

Rating

5

Courses

I am Grab, a developer and creator with a strong interest in learning and growth.

 

[Experience]

Current) Project Pluto Tech Lead
Former) Socar Data Engineer (Lead for multiple projects)
Former) Growth Consulting Team 'Hacking Growth' Engineer
Former) Class 101 Backend Engineer
Former) Microsoft Imagine Cup Korea 1st Place Winner
Former) Founder of knowledge-sharing startup 'Wonderful Lamp'
Former) Founder of 3D display startup 'Tomorrance'


[External Activities]
On-site development knowledge lecture for MyRealTrip employees
Ppeut-Ppeut Academy: On-site development knowledge lecture for IT developers
Ridi Select: Development knowledge series for IT non-developers
Class101: Filming of introductory lectures for developers
Live lecture on all development knowledge needed when working with IT developers
Android group lecture for 50 employees of edutech company 'Spec-up Ad'

[Operating Channels]
Newsletter - Grab's IT Newsletter
Blog - Development Knowledge A to Z
Brunch
YouTube


Click if you want to know more about Grab👆

More

Curriculum

All

4 lectures ∙ (1hr 22min)

Published: 
Last updated: 

Reviews

All

96 reviews

4.7

96 reviews

  • ejjoo5261님의 프로필 이미지
    ejjoo5261

    Reviews 10

    Average Rating 5.0

    5

    100% enrolled

    I took a course on LLM applications and gained experience with the content.

    • stone2f님의 프로필 이미지
      stone2f

      Reviews 1

      Average Rating 5.0

      5

      100% enrolled

      It was very informative as you provided a comprehensive explanation on how to utilize LLM (mainly RAG) in actual production.

      • leaf님의 프로필 이미지
        leaf

        Reviews 34

        Average Rating 5.0

        5

        100% enrolled

        Thank you.

        • smceo98님의 프로필 이미지
          smceo98

          Reviews 9

          Average Rating 5.0

          5

          75% enrolled

          It was great to hear real-world industry stories. The diction is also good, so it's not boring.

          • paranpiano1427님의 프로필 이미지
            paranpiano1427

            Reviews 1

            Average Rating 5.0

            5

            100% enrolled

            Thank you for sharing your experience.

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