Mastering Prompt Engineering

Categories: Generative AI
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About Course

Prompt Engineering is gaining more popularity with the increasing usage of chatGPT and other AI tools. In such a case, it becomes important to have this prompt engineering as a value-adding skill for your skill set. Prompt Engineering can be understood as developing and optimizing prompts for getting the desired output from the AI system. So in this course, we are going to learn about how can we write prompts efficiently, which can get us to desire output from the AI system. It is about mastering the art of prompting the AI system.

Course Content

Introduction To Prompt Engineering

  • Course Overview – What is Prompt Engineering?
    06:20
  • Prompting examples and results
    06:47
  • What are Large Language Models
    06:58
  • Principles of Prompt Engineering
    06:47
  • Randomness of prompts
    04:39

Introduction To Prompt

Types of Prompts

Prompt Patterns

Prompt recipes

Fine tuning

Prompt Engineering Use cases

What is a Prompt?

Why Prompting Matters?

System Prompt vs User Prompt

Zero Shot Prompting

Few Shot Prompting

Anatomy of a Prompt

Chain of Thought prompting and Self Consistency Prompting

ReAct Prompting

Persona Pattern

Audience persona pattern

Question Refinement Pattern

Cognitive Verifier Pattern

Recipe Pattern

Flipped Interaction prompting

The importance of context in prompting

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