AI Prompt Engineering 101: Chat Bot
Prompt Engineering 101: A Comprehensive Course
In this three-part course, students will learn the principles and best practices of prompt engineering, a cutting-edge style of engagement with AI large language models (LLMs), like ChatGPT. With a focus on both fundamental concepts and advanced techniques, students will develop the skills needed to craft effective prompts that elicit contextually relevant responses from chatbots and AI language models.
In covering concepts, techniques, and real-world applications, students will become proficient in designing effective and contextually relevant prompts.
The course includes hands-on exercises and case studies to reinforce learning and ensure proficiency in real-world applications.
- Strong written and verbal communication skills.
- While not required, prior experience with chatbots, AI language models, or the GPT series of models will be advantageous. Students without a strong background in AI or NLP may need to dedicate additional time to reviewing supplemental materials provided by the instructor.
Courses in this Certificate Program
- 3 Hours Total
- Live Online: 3 Hours+
- Tuition: $99
|Courses in this Program||Hours||Delivery Method|
|Student Orientation||1 hour||LIVE Online (optional)|
|AI Prompt Engineering 101: Chat Bot||3 Hours||LIVE Online|
|Live Instructor AMA - bi-monthly||1 Hour +||LIVE Online (optional)|
Upcoming Live Instruction Dates
AI Prompt Engineering 101 Course Objectives
By the end of the course, students will be able to:
- Explain the principles of prompt engineering and its importance in AI language models.
- Design, evaluate, and iterate on prompts to optimize user experience and AI-generated content.
- Apply advanced prompt engineering techniques to enhance creativity, control, and context management in AI responses.
- Identify and address challenges associated with ambiguous inputs, uncertainty, and model limitations.
- Assess the ethical considerations of AI-generated content and implement strategies to ensure fairness and unbiased results.
- Leverage prompt engineering skills in a variety of real-world applications, including customer support, marketing, and collaborative content generation.
Certificate of Completion: AI Prompt Engineering 101 – 3 Hours
AI Prompt Engineering 101 Course Overview
Part 1: Foundations of Prompt Engineering
1.1 Introduction to ChatGPT
- Overview of the GPT series of models
- Understanding ChatGPT’s architecture and capabilities
1.2 Principles of Prompt Engineering
- Importance of prompt engineering in AI language models
- Key concepts: context, relevance, and user experience
1.3 Basic Prompt Design Techniques
- Understanding input length and context windows
- Crafting effective prompts with a query, request, and scenario
1.4 Evaluating and Iterating on Prompts
- Assessing prompt performance through feedback loops
- Iterating on prompts for improvement
Part 2: Advanced Prompt Engineering Techniques
2.1 Structuring Prompts for Optimal Performance
- Soft vs. hard constraints
- Using questions and statements to guide AI responses
2.2 Enhancing Creativity and Control
- Techniques to increase specificity and creativity in AI-generated text
- Preventing over-optimization and maintaining balance
2.3 Handling Ambiguity and Uncertainty
- Dealing with ambiguous inputs and outputs
- Eliciting clarifications from AI models
2.4 Exploring Multi-step Prompts
- Designing conversational flows using multi-step prompts
- Managing context and user input across multiple interactions
Part 3: Real-world Applications and Challenges
3.1 Applications of Prompt Engineering in Industry
- Customer support chatbots
- Content generation and curation
- Collaborative writing and editing tools
3.2 Ethical Considerations in Prompt Engineering
- Ensuring fair and unbiased AI-generated content
- Privacy concerns and data security in AI language models
3.3 Training Data Contamination
- Recognizing made-up material
- Addressing made-up material
- Mitigating made-up material in AI-generated content
3.4 Overcoming Limitations of ChatGPT
- Handling out-of-distribution data
- Strategies for dealing with incomplete knowledge or outdated information
- Understanding and Mitigating AI-generated Content Issues
3.5 Course Conclusion and Future Directions
- Recap of key concepts and techniques
- The future of prompt engineering and AI language models
- November 27, 2023
- LIVE Online
- Tuition: $99
- Tuition Assistance
- 3 Hours
- Module Quizzes and Knowledge Checks
- Guest Lectures & Networking
- Student Orientation
- LIVE Online Instructor AMAs
- Certification Exam Prep
The material covered in this course contributes to 20% of the Focus Areas as defined in the Web3 Certification Association (W3CB) AI Prompt Engineer Level 1 Certification Exam Competencies.
- AI Essentials
- Prompt Engineering 101: AI Chat Bot (ChatGPT)
- AI Prompt Engineering 201: Advanced Topics
- AI Prompt Engineering 301: Developer Topics
- Mastering Image Generative AI
- Mastering Music Generative AI
- Exam Voucher: W3CB AI Prompt Engineer Level 1 Certification Exam (2023)