Certified ChatGPT Prompt Engineering Professional (CCPE-Pro)

سرفصل های دوره

Learn the Patterns & Approaches for writing effective prompts for large language models like ChatGPT to be a AI Expert.

1. Course Introduction

1. Motivating Example

2. Overview of the course

3. Motivating Example Act as a Speech Pathologist

4. Setting Up an Account and Using ChatGPT

2. Large Language Model Basics

1. What are Large Language Models

2. Randomness in Output

3. Introduction to Prompts

1. What is a Prompt

2. Intuition Behind Prompts

3. Everyone Can Program with Prompts

4. Intro to Prompt Patterns

1. Prompt Patterns

2. The Persona Pattern

5. Prompts, Conversations and New Information's

1. Introducing New Information to the Large Language Model

2. Prompt Size Limitations

3. Prompts are a Tool for Repeated Use

4. Roots Prompts

6. Prompt Pattern-I

1. Question Refinement Pattern

2. Cognitive Verifier Pattern

3. Audience Persona Pattern

4. Flipped Interaction Pattern

7. Effective Prompts Examples

1. Few-shot Examples

2. Few-shot Examples for Actions

3. Few-Shot Examples with Intermediate Steps

4. Writing Effective Few-Shot Examples

5. Chain of Thought Prompting

6. ReAct Prompting

7. Using Large Language Models to Grade Each Other

8. Advanced Prompt Patterns Catalog

1. Game Play Pattern

2. Template Pattern

3. Meta Language Creation Pattern

4. Recipe Pattern

5. Alternative Approaches Pattern

9. Prompts Pattern - III

1. Ask for Input Pattern

2. Combining Patterns

3. Outline Expansion Pattern

4. Menu Actions Pattern

5. Fact Check List Pattern

6. Tail Generation Pattern

7. Semantic Filter Pattern

8. Course Conclusion & Thank You

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تولید کننده: Udemy