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Skill Topic ยท Cinematic

๐ŸŽฏ Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting

Course: LLM Engineering โ€” Pair 18/80 Section: 3 โ€” Prompt Engineering Mastery Level: โญโญโญโ€ฆ

Topic 1
โœจ

๐ŸŽฏ Is Topic Me Kya Seekhoge?

๐Ÿค– ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ โœ… Zero-Shotโ€ฆ
Topic 2
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ“š 1. Prompting Techniques Ka Overview

๐Ÿ’ก

Galat prompt = galat answer

๐Ÿ”‘

Sahi technique = 10x better result

โšก

Zero-Shot = Worker ko sirf taskโ€ฆ

๐ŸŽฏ

Few-Shot = Worker ko 2-3 examplesโ€ฆ

Topic 3
๐Ÿ”’

๐Ÿ“š 2. Zero-Shot Prompting

๐Ÿ’ก

LLM apne training knowledge seโ€ฆ

๐Ÿ”‘

Simple tasks ke liye best hai

โšก

Complex tasks me accuracy kam hoโ€ฆ

Topic 4
โšก

๐Ÿ“š 3. Few-Shot Prompting

๐Ÿ’ก

LLM ko pattern dikhate ho

๐Ÿ”‘

Examples se format + logic seekhtaโ€ฆ

โšก

In-context learning hoti hai

Topic 5
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ“š 4. Chain-of-Thought (CoT) Prompting

๐Ÿ’ก

Complex reasoning tasks meโ€ฆ

๐Ÿ”‘

Math, logic, multi-step problemsโ€ฆ

โšก

LLM intermediate steps bhi likhtaโ€ฆ

Topic 6
โœจ

๐Ÿ“š 5. Technique Comparison Deep Dive

๐Ÿ”ฎ ๐Ÿ“Š Master Comparison Table `โ€ฆ
Topic 7
โœจ

๐Ÿ’ป 6. Complete Python Implementation

๐Ÿ’ก

Zero-Shot prompt builder

๐Ÿ”‘

Few-Shot with example management

โšก

Chain-of-Thought with reasoningโ€ฆ

๐ŸŽฏ

Zero-Shot CoT with magic trigger

Topic 8
๐Ÿ“Š

๐Ÿ“Š 7. Real-World Use Cases

๐Ÿ“Š ๐Ÿข Industry Applications `โ€ฆ
Topic 9
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ“Š 8. Common Mistakes & Solutions

๐Ÿค– ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ โŒ Mistake โ”‚ โœ…โ€ฆ
Topic 10
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿง  9. Quiz Time!

๐Ÿ’ก

A) 1

๐Ÿ”‘

B) 2-3

โšก

C) 5-10

๐ŸŽฏ

D) 0 โœ…

Topic 11
๐Ÿ’ก

๐Ÿ”— Navigation

๐Ÿ’ก โฌ…๏ธ Previous: 17-Prompt-Basics.md โžก๏ธ Next: 19-Advanced-Prompting.md ๐ŸŽฏ Sahi technique = 10xโ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐ŸŽฏ Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐ŸŽฏ Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐ŸŽฏ Topic 18: Zero-Shot, Few-Shot, Chain-of-Thought Prompting Complete

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