SPARK PATH
ZERO-SHOT, ONE-SHOT, FEW-SHOT

Prompting Patterns & Trade-Offs

Research shows few-shot prompting raised accuracy from 19% to 97% on extraction tasks. Learn when to use zero-shot for speed, one-shot for tone, and few-shot for precision, the trade-off framework top performers rely on.

Top Features
  • Bite-sized lessons
  • Focus on one skill
  • Watch anytime
  • Start fast
  • Build over time
10–15 mins Watch now, apply today