Complete Course: AI Product Management
The Growth Podcast · Aakash Gupta and Paweł Huryn
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Show Notes
In today's podcast, Pawel Huryn shows you every key skill to become an AI PM. We go from basics to expert mode: starting at AI prompting, then AI PRDs, fine-tuning, RAG, MCP, and finally AI Agents.
Brought to you by:
Linear: Plan and build products like the best
Miro: The innovation workspace
Amplitude: Try their 2-minute assessment of your company’s digital maturity
In this episode:
Trailer - 00:00
Why AI PMs Are Paid So Much - 1:25
Effective Prompting for AI PMs - 02:39
Ad: Linear - 09:57
Ad: Miro - 10:42
AI PRD Template - 11:54
Fine-Tuning vs RAG - 16:42
Ad: Amplitude - 19:01
Fine-Tuning Demo: Creating a Yoda-Style AI Assistant - 19:52
RAG Implementation: Connecting Documents to AI Chatbots - 30:03
MCP (Machine-Callable Programs): Working with Multiple Tools - 59:00
AI Agents: Creating Advanced Product Research Assistants - 01:18:31
Future of AI Product Management - 01:33:16
Outro - 01:35:49
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Where to Find Pawel
Email productgrowthppp at gmail.com to discuss advertising or guest opportunities.
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I hope you enjoyed the last episode with Spenser Stakes (where we dove into his story of going from broke to building $1.5B company, Amplitude). Up next, we have episodes with:
Brad Schaefer - How to Become a VP of Product
Matt Le May - How to be Impact-First
Aatir Abdul Rauf - VP Marketing, VFairs; 70K+ on LinkedIn
I’m so excited to share them with all of you.
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