Getting Started on Prompt Engineering with Generative AI

سرفصل های دوره

Generative artificial intelligence is powerful and exciting, but its output is only as good as its input. In this course, master the art and science of crafting clever prompts to unleash the full potential of generative AI models.

1. Course Overview

1. Course Overview

2. Introduction to Prompt Engineering

1. A Look at Prompts in the Real World

2. What Is Prompt Engineering and Why Does It Matter

3. What Youll Learn in This Course

3. Creating Effective Prompts

1. The Anatomy of a Prompt

2. Factual Responses

3. Text Summarization

4. Text Extraction

5. Text Classification

6. Conversation

7. Code Generation

8. Reasoning and Math

9. Module Summary

4. Evaluating Prompt Performance

1. Ways to Evaluate Prompt Performance

2. Objective Metrics

3. Subjective Metrics

4. Evaluation Techniques

5. Example - Getting Better Results by Adjusting Parameters

6. Module Summary

5. Using Advanced Prompt Techniques

1. Advanced Prompting Techniques

2. Zero-shot and Few-shot Prompting

3. Chain of Thought and Least to Most Prompting

4. Generated Knowledge Prompting

5. Module Summary

6. Ethical Considerations

1. An Overview of Ethical Considerations

2. Prompt Engineering Strategies to Address Ethical Concerns

3. Module Summary

7. Best Practices and Future Directions

1. Best Practices for Prompt Engineering

2. Trends and Future Directions

3. Next Steps

45,900 تومان

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تولید کننده: PluralSight