Secrets of Prompt Engineering
How to Communicate with AI Models
3h 21m30 lectures5 sections
What you'll learn
- Understand AI fundamentals
- Learn command types
- Master good command elements
- Explore Zero-Shot techniques
- Apply Few-Shot techniques
- Use AI models effectively
About this course
Prompt engineering is the process of designing and developing the phrases and instructions used to guide AI programs like Chat GPT, Google Bard, and Midjourney. In this course, we will explore prompt engineering and how to formulate clear queries and instructions that direct the program to produce the desired responses. This requires a good understanding of the program's behavior and the use of specific prompts to fine-tune its performance. Prompt engineering is essential for improving the accuracy and responsiveness of AI programs and maximizing their utility.
Expected outcomes
- Create effective prompts to maximize the benefits of AI models.
- Ability to use prompts to enhance performance in summarization, translation, and programming applications.
- Develop skills to optimize prompts using advanced techniques.
- Master the preparation of prompts suitable for various scenarios.
Course content
1Prompt Engineering
6 lectures
- Course Introduction5:48
- Artificial Intelligence and Its Characteristics6:04
- Types of Artificial Intelligence11:45
- Challenges Facing Artificial Intelligence11:47
- Introduction to ChatGPT Platform (Part One)6:24
- Introduction to ChatGPT Platform (Part Two)9:21
2General Introduction to Command Engineering
4 lectures
- Engineering Commands Up Close (Part One)15:23
- Engineering Commands Up Close (Part Two)6:39
- Engineering Commands Up Close (Part Three)11:06
- Engineering Commands Up Close (Part Four)10:55
3Types of Commands
9 lectures
- General Introduction to Types of Commands5:24
- Completion Prompts7:29
- Summarization Prompts4:06
- Generation Prompts7:16
- Dialogue Prompts5:02
- Translation Prompts3:20
- Classification Prompts4:31
- Answering Questions Prompts2:47
- Coding Prompts4:06
4Elements of Good Commands
6 lectures
- General Introduction to Good Command Elements5:32
- Role5:37
- Context5:21
- Task4:49
- Tone of Response5:15
- Format of Response5:35
5Command Techniques
5 lectures
- General Introduction to Command Techniques4:05
- Zero-Shot Prompting Technique5:35
- Few-Shot Prompting Technique4:04
- Chain-of-Thought Prompting Technique5:19
- Self-Consistency Prompting Technique10:58
Instructor
Eng. Moamen Mohamed
4,000 students
This course is part of the diploma
