Prompt Engineering for ChatGPT training course

Introduction to Prompt Engineering
• Understanding the power of prompts in ChatGPT
• Basic principles of good prompt design
• Case Study: Evaluating simple, basic prompts

Diving Deeper into Prompt Structures
• Understanding the effects of verbosity, temperature and max tokens
• Instruction Following and Knowledge Retrieval Prompts
• Understanding the System Message for Context
• The Role of Repetition and Patterns in

Prompt Design
Advanced Techniques in Prompt Engineering
• Conversational Depth: Using the User Message and Assistant Message in Prompts
• Designing prompts for complex tasks
• Effectively leveraging the persona and personality traits in your prompts

Skills and Workflow
• Introduction to skill chains and workflows in prompts

AI Training Mastering Prompt Engineering for ChatGPT 2
• Creating a coherent workflow for your prompts
• Defining clear tasks in your prompts
• Case Study: Designing a prompt with a complex skill chain and workflow

Testing and Refining Prompts
• Iterative Prompt Engineering: Test, Evaluate, Improve
• Best practices for testing prompts
• Evaluating and refining your prompts based on outcomes
• Managing and correcting common errors in prompt design
• Predicting the Response to a Given Prompt

Real-world Applications of Prompt Engineering
• Prompt Engineering in Business (e.g., Customer Support, Sales); Creative Applications
(e.g., Writing, Brainstorming); Education and Training
• Using Prompts for Sentiment Analysis and Opinion Generation
• Hands-on: Create a prompt for a specific task
• Peer review: Evaluate and provide feedback on fellow students' prompts

Conclusion and Further Learning
• Recap of key learnings from the course
• Further resources for learning and mastering prompt engineering
• A Look into the Future: Exploring the Potentials of Next-Gen Prompt Engineering
• Final Q&A and course wrap-up

Throughout the course, each module will include:
• Theory: Lectures and readings that discuss the principles of prompt engineering.
• Examples and Demonstrations: Real-world examples of prompts, as well as
demonstrations of how to craft them.
• Practice: Hands-on exercises where learners can create and experiment with their own
prompts.
• Feedback and Review: Opportunities to get feedback on your prompts and understand the
logic behind their successes and failures.
• Discussion: Forums and Q&A sessions where learners can interact, share experiences, and
ask questions.