Skill Topic · Cinematic

🎯 Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting

Course: LLM Engineering — Pair 18/80 Section: 3 — Prompt Engineering Mastery Level: ⭐⭐⭐…

Topic 1

🎯 Is Topic Me Kya Seekhoge?

🤖 ` ┌─────────────────────────────────────────────────────────────────┐ │ ✅ Zero-Shot…

Topic 2

📚 1. Prompting Techniques Ka Overview

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Galat prompt = galat answer

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Sahi technique = 10x better result

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Zero-Shot = Worker ko sirf task…

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Few-Shot = Worker ko 2-3 examples…

Topic 3

📚 2. Zero-Shot Prompting

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LLM apne training knowledge se…

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Simple tasks ke liye best hai

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Complex tasks me accuracy kam ho…

Topic 4

📚 3. Few-Shot Prompting

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LLM ko pattern dikhate ho

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Examples se format + logic seekhta…

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In-context learning hoti hai

Topic 5

📚 4. Chain-of-Thought (CoT) Prompting

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Complex reasoning tasks me…

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Math, logic, multi-step problems…

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LLM intermediate steps bhi likhta…

Topic 6

📚 5. Technique Comparison Deep Dive

🔮 📊 Master Comparison Table `…

Topic 7

💻 6. Complete Python Implementation

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Zero-Shot prompt builder

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Few-Shot with example management

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Chain-of-Thought with reasoning…

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Zero-Shot CoT with magic trigger

Topic 8

📊 7. Real-World Use Cases

📊 🏢 Industry Applications `…

Topic 9

📊 8. Common Mistakes & Solutions

🤖 ` ┌────────────────────────────────────────────────────────────────────┐ │ ❌ Mistake │ ✅…

Topic 10

🧠 9. Quiz Time!

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A) 1

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B) 2-3

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C) 5-10

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D) 0 ✅

Topic 11

🔗 Navigation

💡 ⬅️ Previous: 17-Prompt-Basics.md ➡️ Next: 19-Advanced-Prompting.md 🎯 Sahi technique = 10x…

Quick Quiz

Quiz — Question 1

🎯 Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting ka sabse sahi definition kya hai?

Complete! 🎉

🎯 Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting Complete!

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