AI PM
Build vs buy vs fine-tune AI models for product managers (Hindi)
3:11
Deciding to build vs buy vs fine-tune AI models is the biggest choice a product manager makes when launching a feature. This decision dictates your timeline and budget.
Using a housing metaphor, we break down the differences between renting an API, renovating via fine-tuning, and building from scratch. Many managers mistakenly believe fine-tuning teaches new facts, but it only adjusts style and format. For new knowledge, you need retrieval augmented generation.
We explore a legal summarizer example to show when fine-tuning is right for output formatting. You will learn a framework to evaluate options, starting with API prompts and tracking friction before committing to expensive training.
In this lesson:
- The housing metaphor for APIs and pretraining
- Why fine-tuning teaches format not knowledge
- Combining fine-tuning with live databases
- Tracking API friction before upgrading
U2xAI Academy - AI skills for product managers.
यह लेसन हिंदी में है. This lesson is narrated in Hindi.
Included in: Foundation
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