Module 1Lesson 4
18 minOverview of Prompting Strategies
Understanding the general workflow and strategies of prompt engineering sets the foundation for mastering specific techniques.
The Prompt Engineering Workflow
- 1Define the Task: Clearly articulate your goal
- 2Write the Prompt: Craft initial prompt based on best practices
- 3Test the Prompt: Run it through the AI model
- 4Evaluate Results: Assess quality of response
- 5Refine the Prompt: Make adjustments to improve results
- 6Ship: Integrate into your application or workflow
Categories of Techniques
- Foundational Techniques: Zero-shot, few-shot, chain-of-thought
- Advanced Techniques: Self-consistency, tree of thoughts, RAG
- Structured Frameworks: COSTAR, CRISPE, RACE
By the end of this course, you will have a comprehensive toolkit of prompting techniques and deep understanding of how to apply them to real-world problems.
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