If I had to learn AI PM again, I would start here (the extended edition): 𝟏. 𝐁𝐚𝐬𝐢𝐜 𝐂𝐨𝐧𝐜𝐞𝐩𝐭𝐬 Start with what an AI PM is: https://bit.ly/whatisaipm Next, for most PMs, it makes no sense to dive deep into statistics, Python, or loss functions. Instead, read about Transformers, and LLMs: https://bit.ly/3EZtCLs 𝟐. 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 Free resources: 🔗 GPT-4.1 Prompting Guide 🔗 Anthropic Prompt Engineering 🔗 Prompt Engineering by Google 🔗 System Prompt Analysis for Claude 4 🔗 Anthropic Prompt Generator 🔗 Anthropic Prompt Library 🔗 Prompt Engineering Course By Anthropic All links: https://bit.ly/pcprompts 𝟑. 𝐅𝐢𝐧𝐞-𝐓𝐮𝐧𝐢𝐧𝐠 Learn by doing. No coding: 🔗 OpenAI Platform (start here) 🔗 Hugging Face AutoTrain (best for other models) 🔗 LaMA-Factory (fine-tune open-source LLMs) All links: https://bit.ly/pcfinetune 𝟒. 𝐑𝐀𝐆 (𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥-𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧) RAG, by definition, requires a data source + LLM. But there are dozens of possible architectures. I recommend a simple step-by-step exercise to build a RAG chatbot in practice. No coding: https://lnkd.in/dew--RqD More: https://bit.ly/pcrag 𝟓. 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 My favorite tool, by far, is n8n. You can host a free version locally or in the cloud. Start with those guides: 🔗 MCP for PMs 🔗 Automate Anything with n8n 🔗 AI Agent Architectures My favorite free resources: 🔗 Google Agent Companion 🔗 Anthropic Building Effective Agents 🔗 IBM Agentic Process Automation All links: https://bit.ly/pcaiagents 𝟔. 𝐀𝐈 𝐏𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐢𝐧𝐠 & 𝐀𝐈 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 My default no-code tech stack: Lovable, Supabase, GitHub, Netlify, n8n, Stripe. Four practical tutorials: 🔗 AI Prototyping 🔗 How to Quickly Build SaaS Products With AI 🔗 How to Build a Full-Stack App with Lovable 🔗 No-Code B2C SaaS Template With Stripe Payments All links: https://lnkd.in/du5TSFfd 𝟕. 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐌𝐨𝐝𝐞𝐥𝐬 My favorite models (May 29, 2025): - Claude for coding - ChatGPT for everything else 𝟖. 𝐀𝐈 𝐄𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 You might have an advanced AI architecture. But does your product actually work? Evals are critical. And it's a task also for PMs! A free, detailed guide: https://lnkd.in/dHUFrkVs 𝟗. 𝐎𝐭𝐡𝐞𝐫 𝐑𝐞𝐬𝐨𝐮𝐫𝐜𝐞𝐬 🔗 A free PRD template 🔗 Anthropic MCP Servers 🔗 ChatLLM: All LLMs with just one $10/month subscription 🔗 ...and more All links: https://lnkd.in/dSA3JgFw --- The full AI PM learning guide: https://lnkd.in/dkmU7_gr Hope that helps! What did I forget? --- Interested in AI PM? I recommend the AI PM Certification. I participated in this 6-week cohort last year. I loved networking and rolling up my sleeves. The next session starts on July 13, 2025. A $500 discount only for my community: https://bit.ly/aipmcohort | 74 comments on LinkedIn