AI 에이전트 학습에 꼭 필요한 무료 자료 모음

AI 에이전트 개발 무료 학습 자료 모음

 

AI 에이전트를 처음부터 배우고 싶은 사람을 위해 무료 학습 자료를 한곳에 정리한 문서입니다. fb: 이상선

 

1. LLM, AI 에이전트, MCP 등 핵심 개념 학습

2. 동영상, 책, 논문, GitHub 저장소 등 다양한 자료 제공

3. Google, OpenAI, Anthropic 등 공식 교육 콘텐츠 포함

4. 초보자부터 개발자까지 단계별 학습 가능

5. 하나의 Google Docs에서 무료로 모두 확인 가능 

 

 

📹 Videos:

1. LLM Introduction: https://www.youtube.com/watch?v=zjkBMFhNj_g

2. LLMs from Scratch: https://www.youtube.com/watch?v=9vM4p9NN0Ts

3. Agentic AI Overview (Stanford): https://www.youtube.com/watch?v=kJLiOGle3Lw

4. Building and Evaluating Agents: https://www.youtube.com/watch?v=d5EltXhbcfA

5. Building Effective Agents: https://www.youtube.com/watch?v=D7_ipDqhtwk

6. Building Agents with MCP: https://www.youtube.com/watch?v=kQmXtrmQ5Zg

7. Building an Agent from Scratch: https://www.youtube.com/watch?v=xzXdLRUyjUg

8. Philo Agents: https://www.youtube.com/playlist?list=PLacQJwuclt_sV-tfZmpT1Ov6jldHl30NR

 

📳 Telegram 

1. AI Prompts: https://t.me/aiindi
2. Google Jobs: https://t.me/FAANGJob
3. AI Jobs: https://t.me/AIjobz
4. Machine Learning: https://t.me/datasciencefree
5. Generative AI: https://t.me/generativeai_gpt
6. Artificial intelligence: https://t.me/aichads
7. ChatGPT & Tech News: https://t.me/aisigma
8. Data Science: https://t.me/datasciencej

🗂️ Repos

1. GenAI Agents: https://github.com/nirdiamant/GenAI_Agents

2. Microsoft's AI Agents for Beginners: https://github.com/microsoft/ai-agents-for-beginners

3. Prompt Engineering Guide: https://lnkd.in/gJjGbxQr

4. Hands-On Large Language Models: https://lnkd.in/dxaVF86w

5. AI Agents for Beginners: https://github.com/microsoft/ai-agents-for-beginners

6. GenAI Agentshttps://lnkd.in/dEt72MEy

7. Made with ML: https://lnkd.in/d2dMACMj

8. Hands-On AI Engineering:https://github.com/Sumanth077/Hands-On-AI-Engineering

9. Awesome Generative AI Guide: https://lnkd.in/dJ8gxp3a

10. Designing Machine Learning Systems: https://lnkd.in/dEx8sQJK

11. Machine Learning for Beginners from Microsoft: https://lnkd.in/dBj3BAEY

12. LLM Course: https://github.com/mlabonne/llm-course

 

🗨️ WhatsApp 

 

Useful AI channels on WhatsApp 🤖

ChatGPT:

https://whatsapp.com/channel/0029VapThS265yDAfwe97c23

 

Artificial Intelligence: https://whatsapp.com/channel/0029VbBDFBI9Gv7NCbFdkg36

 

AI Tricks: https://whatsapp.com/channel/0029Vb6xxJGGk1FnoCYE660N

 

AI Magic: https://whatsapp.com/channel/0029VbBA1z1JuyAH7BNeT43b

 

OpenAI: https://whatsapp.com/channel/0029VbAbfqcLtOj7Zen5tt3o

 

Tech News: https://whatsapp.com/channel/0029VbBo9qY1t90emAy5P62s

 

ChatGPT for Education: https://whatsapp.com/channel/0029Vb6r21H9hXFFoxvWR32C

 

ChatGPT Tips: https://whatsapp.com/channel/0029Vb6ZoSzBA1f3paReKB3B

 

AI for Leaders: https://whatsapp.com/channel/0029VbB9LO872WTwyqNlB63R

 

AI For Business: https://whatsapp.com/channel/0029VbBn5bn0rGiLOhM3vi1v

 

AI For Teachers: https://whatsapp.com/channel/0029Vb7LGgLCRs1mp86TH614

 

How to AI: https://whatsapp.com/channel/0029VbBHQZM7z4khHBTVtI0Q

 

AI For Students: https://whatsapp.com/channel/0029VbBIV47I7Be9BZMAJq3s

 

Copilot: https://whatsapp.com/channel/0029VbAW0QBDOQIgYcbwBd1l

 

Generative AI: https://whatsapp.com/channel/0029VazaRBY2UPBNj1aCrN0U

 

ChatGPT: https://whatsapp.com/channel/0029Vb6R8PI6WaKwRzLKKI0r

 

Deepseek: https://whatsapp.com/channel/0029Vb9js9sGpLHJGIvX5g1w

 

Finance & AI: https://whatsapp.com/channel/0029Vax0HTt7Noa40kNI2B1P

 

Google Facts: https://whatsapp.com/channel/0029VbBnkGm6LwHriVjB5I04

 

Perplexity AI: https://whatsapp.com/channel/0029VbAa05yISTkGgBqyC00U

 

Grok AI: https://whatsapp.com/channel/0029VbAU3pWChq6T5bZxUk1r

 

Deeplearning AI: https://whatsapp.com/channel/0029VbAKiI1FSAt81kV3lA0t

 

AI Discovery: https://whatsapp.com/channel/0029VbBHlc7H5JLuv8L9d72T

 

AI News: https://whatsapp.com/channel/0029VbAWNue1iUxjLo2DFx2U

 

Machine Learning: https://whatsapp.com/channel/0029VawtYcJ1iUxcMQoEuP0O

 

Python Programming: https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L

 

Jobs: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226

 

🗺️ Guides

1. Google's Agent Whitepaper: https://lnkd.in/gFvCfbSN

2. Google's Agent Companion: https://lnkd.in/gfmCrgAH

3. Building Effective Agents by Anthropic: https://lnkd.in/gRWKANS4.

4. Claude Code Best Agentic Coding practices: https://lnkd.in/gs99zyCf

5. OpenAI's Practical Guide to Building Agents: https://lnkd.in/guRfXsFK

 

📚Books:

1. Understanding Deep Learning: https://udlbook.github.io/udlbook/

2. Building an LLM from Scratch: https://lnkd.in/g2YGbnWS

3. The LLM Engineering Handbook: https://lnkd.in/gWUT2EXe

4. AI Agents: The Definitive Guide - Nicole Koenigstein:  https://lnkd.in/dJ9wFNMD

5. Building Applications with AI Agents - Michael Albada: https://lnkd.in/dSs8srk5

6. AI Agents with MCP - Kyle Stratis: https://lnkd.in/dR22bEiZ

7. AI Engineering: https://www.oreilly.com/library/view/ai-engineering/9781098166298/

 

📜 Papers

1. ReAct: https://lnkd.in/gRBH3ZRq

2. Generative Agents: https://lnkd.in/gsDCUsWm.

3. Toolformer: https://lnkd.in/gyzrege6

4. Chain-of-Thought Prompting: https://lnkd.in/gaK5CXzD.

5. Tree of Thoughts: https://lnkd.in/gRJdv_iU.

6. Reflexion: https://lnkd.in/gGFMgjUj

7. Retrieval-Augmented Generation Survey: https://lnkd.in/gGUqkkyR.

 

🧑‍🏫 Courses:

1. HuggingFace's Agent Course: https://lnkd.in/gmTftTXV

2. MCP with Anthropic: https://lnkd.in/geffcwdq

3. Building Vector Databases with Pinecone: https://lnkd.in/gCS4sd7Y

4. Vector Databases from Embeddings to Apps: https://lnkd.in/gm9HR6_2

5. Agent Memory: https://lnkd.in/gNFpC542

6. Building and Evaluating RAG apps: https://lnkd.in/g2qC9-mh

7. Building Browser Agents: https://lnkd.in/gsMmCifQ

8. LLMOps: https://lnkd.in/g7bHU37w

9. Evaluating AI Agents: https://lnkd.in/gHJtwF5s

10. Computer Use with Anthropic: https://lnkd.in/gMUWg7Fa

11. Multi-Agent Use: https://lnkd.in/gU9DY9kj

12. Improving LLM Accuracy: https://lnkd.in/gsE-4FvY

13. Agent Design Patterns: https://lnkd.in/gzKvx5A4

14. Multi Agent Systems: https://lnkd.in/gUayts9s

 

📩 Newsletters

1. Gradient Ascent: https://lnkd.in/gZbZAeQW

2. DecodingML by Paul: https://lnkd.in/gpZPgk7J

3. Deep (Learning) Focus by Cameron: https://lnkd.in/gTUNcUVE

4. NeoSage by Shivani: https://blog.neosage.io/

5. Jam with AI by Shirin and Shantanu: https://lnkd.in/gQXJzuV8

6. Data Hustle by Sai: https://lnkd.in/gZpdTTYD

 

 

이미지 https://www.masocampus.com/ai-agent-model-database-llm/