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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) 90 reviews

1,430 learners

Level Basic

Course period Unlimited

LLM
LLM
RAG
RAG
mlops
mlops
LLM
LLM
RAG
RAG
mlops
mlops
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Reviews from Early Learners

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

9,875

Learners

596

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) Selected as 1st place in Korea for Microsoft Imagine Cup
Former) Founded knowledge-sharing startup 'Wonderful Lamp'
Former) Founded 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
RidiSelect: Development knowledge series for IT non-developers
Class101: Filming of introductory development lectures
Live lecture: All the development knowledge you need when working with IT developers
Group Android lecture for 50 employees of the Edutech company 'Specup Ad'

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


Click if you're curious to learn more about Grab 👆

More

Curriculum

All

4 lectures ∙ (1hr 22min)

Published: 
Last updated: 

Reviews

All

90 reviews

4.7

90 reviews

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    dongwan7kim9581

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    4

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    • khhan78131369님의 프로필 이미지
      khhan78131369

      Reviews 4

      Average Rating 5.0

      5

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        meustar829

        Reviews 30

        Average Rating 4.8

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          shhan9271

          Reviews 4

          Average Rating 4.5

          5

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          • 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.

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