hyunjoo7779195

Explains the reasons why LLM is necessary, the technical background, and basic concepts for LLM planners and LLM application planning managers.

arigaram

(For Product Managers) Fundamentals of LLM and Understanding LLM-based Service Planning

Thank you. I will take time to supplement the content. I have already started the improvement work, and I will gradually re-upload the lectures (it may take several months to re-upload everything), so I would appreciate it if you could check them out again.

I've supplemented lesson 1-1 for now. Please compare the previous lesson 1-1 with the revised lesson 1-1 and let me know if it would be good to explain in more detail in the same format as the revised version. I would appreciate it.

chatGPT

chatgpt

생성형ai

ai서비스

입문

초급

중급이상

자연어처리(Natural Language Processing)

챗지피티

ChatGPT

대규모 언어 모델

[Basics] Why LLMs are needed

[Basic] Examples of LLM Applications

[Basic] Technical Background of LLM: AI Overview

[Basic] Technical Background of LLM: Advanced AI

[Basic] Technical Background of LLMs: AI Training Methods

[Basics] Technical Background of LLMs: The Role of Deep Learning

[Basic] Technical Background of LLMs: Overview of Natural Language Processing (Same content as the existing "Lesson 6. Overview of Natural Language Processing")

[Basic] Basic Concepts of LLM

[Advanced] Intuitively Understanding How LLMs Work

[Advanced] How can we utilize LLMs in real-world services?

[Practical] Fundamentals of LLM and RAG-based Service Planning Practice

[Practical] User Experience (UX) Design

[Practical] Business Strategy and Cost Management Strategy

[Practice] Risk Management and Quality Assurance

[Practical] Project Execution Practice

[Practical] Case Analysis and Strategic Judgment

[Practical] Data Quality Management and RAG Planning

[Practical] Prompt Engineering and Evaluation

[Practical] Operations and Monitoring

[Practical] Project Management and Collaboration

[Practice] Content·Copy/Writing Service Planning

[Practice] Coding Assistant Service Planning

[Practice] Planning for an Integrated Productivity and Knowledge Work Service

[Practice] Planning a Search and Q&A Engine

[Practice] Multimedia Creation Service Planning

[Practice] Vertical SaaS Service Planning

[Practice] Chatbot & Automation Service Planning

[Practice] API/Platform Service Planning

[Practice] Planning the Introduction of an In-house LLM Solution

[Practice] Planning for Call Center/Voice Bot Automation Solutions

[Practice] Planning for Internal Knowledge Search and In-house Copilot Solutions

[Practice] Planning for an Automatic Contract/Document Review (Legal) Solution

[Practice] Planning for Compliance and Fraud Detection Support Solutions

[Practice] Planning a Personalized Assistant Solution for Marketing and Sales

[Practice] Planning an Assistant Solution for Developer/Data Teams

[Practice] Planning for MLOps·LLMOps Operational Support Solutions

[Practice] Planning a Data-Driven Decision Support Solution

[Practice] Planning a Decision Support Solution for Management and Executives

[Practice] R&D · Research Support Solution Planning

[Practice] Planning an LLM for Financial Research and Investment Assistance

[Practice] Planning an LLM for Public and Policy Analysis Assistance

[Practice] Planning for Public and Administrative Civil Complaint Automation Assistance

[Practice] Planning for a Public Chatbot Integrated Operation Platform

[Practice] Planning an LLM for Medical and Healthcare Consultation Assistance

[Practice] Planning an Automated Solution for Finance and Insurance Consultation