STOP WASTING HOURS TRYING TO FIGURE OUT WHAT TO LEARN IN AI.
I put together one practical roadmap with videos, GitHub repos, guides, books, research papers, and courses.
VIDEOS:
1. LLM Introduction — https://t.co/DilUVzd4KA
2. LLMs from Scratch — https://t.co/q0HSKUIwc6
3. Agentic AI Overview (Stanford) — https://t.co/eyLuA3k3mG
4. Building & Evaluating Agents — https://t.co/EYmiatzvlb
5. Building Effective Agents — https://t.co/k7QauZIBup
6. Building Agents with MCP — https://t.co/JeHUisjzm8
7. Building an Agent from Scratch — https://t.co/LBZyB7wVoy
8. Philo Agents — https://t.co/WL3Rfqv0sq
GITHUB REPOS:
1. GenAI Agents — https://t.co/tfUPjPalJz
2. Microsoft AI Agents for Beginners — https://t.co/z5AAk7O0Rs
3. Prompt Engineering Guide — https://t.co/uNyjnIklFB
4. Hands-On Large Language Models — https://t.co/bLCCamemAM
5. GenAI Agents — https://t.co/iBrLpJJ7Lo
6. Made with ML — https://t.co/ORmiE8Gjo4
7. Hands-On AI Engineering — https://t.co/8BkLqwd7uZ
8. Awesome Generative AI Guide — https://t.co/i0yzp1QO0o
9. Designing Machine Learning Systems — https://t.co/YCM5PsnNJ8
10. Machine Learning for Beginners — https://t.co/dwFLv0V8wt
11. LLM Course — https://t.co/yp9aup3OSL
GUIDES:
1. Google's Agent Whitepaper — https://t.co/3SzXLeTUuV
2. Google's Agent Companion — https://t.co/9ctzJoi5H5
3. Building Effective Agents by Anthropic — https://t.co/9g8exTxXND
4. Claude Code Agentic Coding Practices — https://t.co/gRYW3HXjOL
5. OpenAI's Practical Guide to Building Agents — https://t.co/0wszx4OeJM
BOOKS:
1. Understanding Deep Learning — https://t.co/V809a4HLmn
2. Building an LLM from Scratch — https://t.co/KaNjx4q3J3
3. The LLM Engineering Handbook — https://t.co/PH1U8Jtksf
4. AI Agents: The Definitive Guide — https://t.co/7NLjpAMsZg
5. Building Applications with AI Agents — https://t.co/0NLZCiqgfP
6. AI Agents with MCP — https://t.co/mUPjkTnXJb
7. AI Engineering — https://t.co/DiFJkzLbNs
RESEARCH PAPERS:
1. ReAct — https://t.co/cwkezXZiiv
2. Generative Agents — https://t.co/xj2rzRUVsa
3. Toolformer — https://t.co/N3QTcTEiH7
4. Chain-of-Thought Prompting — https://t.co/5c35Yetrv2
COURSES:
1. Hugging Face Agent Course — https://t.co/FY0k2INNLp
2. MCP with Anthropic — https://t.co/FIkFIvz5ar
3. Building Vector Databases with Pinecone — https://t.co/rLMLsXH1dZ
4. Vector Databases: Embeddings to Apps — https://t.co/gNpscSP5mx
5. Agent Memory — https://t.co/pbHPXpOUO2
No endless searching.
No information overload.
Just resources you can actually use. 🔖
Your future AI skill set will come from consistent building, experimenting, and learning.
Repost so someone else can find this roadmap, and pls consider following
@amisha_explains for more content around AI, Beauty, and businesses.
19. Online video downloader → https://t.co/8RAl8zQkMM
20. Video & audio downloader → https://t.co/qwTLo6UWgh
Save this list — you’ll thank yourself later.
Follow @kripalani for more useful AI tools, resources, and internet hacks.
20 video tools worth bookmarking.
X, TikTok, Douyin, Instagram, Facebook, YouTube and more -> this list has you covered:
1. X videos → https://t.co/yca12geFTs
2. TikTok / Douyin → https://t.co/uX0h5z1XDo
3. Instagram / Facebook → https://t.co/6WSdytJ4SH