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200+ hours of AI tutorials later, I found the 8 that actually matter:
1️⃣ LLM Introduction (Skip if you know transformers)
→ https://lnkd.in/g9r3Q3-2
Finally explained attention without the PhD
2️⃣ LLMs from Scratch (Reality check)
→ https://lnkd.in/gbpYBzeW
Built one. Now I know why we use APIs.
3️⃣ Stanford's Agent Overview (Academic flex)
→ https://lnkd.in/gngXNJUc
Good theory. Zero production code.
4️⃣ Building & Evaluating Agents (Where it gets real)
→ https://lnkd.in/gUm-JR5N
First video that mentioned testing. Imagine that.
5️⃣ Building Effective Agents (The one that matters)
→ https://lnkd.in/gnMXPeym
Watch this 3x. Everything else is noise.
6️⃣ Agents with MCP (Anthropic's gift)
→ https://lnkd.in/gbYGrvuk
This protocol changes the entire game
7️⃣ Agent from Scratch (Pain = learning)
→ https://lnkd.in/gDgh354a
No frameworks. Just tears and understanding.
8️⃣ Philo Agents (Production reality)
→ https://lnkd.in/gvNnyZJy
What nobody else shows you
These 8 videos = Everything you actually need
Which tutorial finally made agents click for you?
♻️ Repost for that friend who keeps saying 'I'll learn AI agents next month' | 24 comments on LinkedIn