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Complete AI Resources for Students, Professionals & Enthusiasts
Introduction
The world of Artificial Intelligence is evolving faster than ever. Whether you are a student, working professional, AI enthusiast, or someone transitioning into this field, the right resources can accelerate your learning and career growth.
This page compiles the best AI learning resources—videos, repositories, guides, and books—to help you build a strong foundation and advance into modern areas like LLMs, AI agents, MCP, and more.
AI Videos & Playlists
1. LLM Introduction:
Watch here
2. LLMs from Scratch:
Watch here
3. Agentic AI Overview (Stanford):
Watch here
4. Building and Evaluating Agents:
Watch here
5. Building Effective Agents:
Watch here
6. Building Agents with MCP:
Watch here
7. Building an Agent from Scratch:
Watch here
8. Philo Agents (Full Playlist):
Watch playlist
AI Repositories & Open-Source Resources
1. GenAI Agents:
GitHub
2. Microsoft’s AI Agents for Beginners:
GitHub
3. Prompt Engineering Guide:
Open
4. Hands-On Large Language Models:
Open
5. AI Agents for Beginners (Microsoft):
GitHub
6. GenAI Agents (Additional Repo):
Open
7. Made with ML:
Visit
8. Hands-On AI Engineering:
GitHub
9. Awesome Generative AI Guide:
Open
10. Designing Machine Learning Systems:
Open
11. Machine Learning for Beginners (Microsoft):
Open
12. LLM Course:
GitHub
AI Guides & Whitepapers
1. Google’s Agent Whitepaper:
Open
2. Google’s Agent Companion:
Open
3. Building Effective Agents (Anthropic):
Open
4. Claude Code: Best Agentic Coding Practices:
Open
5. OpenAI’s Practical Guide to Building Agents:
Open
Top AI Books
1. Understanding Deep Learning:
Read Online
2. Building an LLM from Scratch:
Read
3. The LLM Engineering Handbook:
Read
4. AI Agents: The Definitive Guide (Nicole Koenigstein):
Read
5. Building Applications with AI Agents (Michael Albada):
Read
6. AI Agents with MCP (Kyle Stratis):
Read
7. AI Engineering (O’Reilly):
Open
Summary
This collection brings together the most valuable AI learning resources across the industry—covering LLMs, AI agents, MCP, ML systems design, prompt engineering, and more. Whether you're a beginner or an advanced AI practitioner, these materials will help accelerate your journey and keep you aligned with modern AI trends.