Welcome to Prompt Engineering Workshop
- Sneak Peak of What's to Come!
- Meet Your Instructors
- Course Teaser: Creating a Fusion Cuisine Meal Plan and Math Game
- Course Teaser: Using Persona Pattern for Speech Pathology Guidance
- ChatGPT-4 Course Overview: Our Advanced Prompt Engineering RoadMap
- Setting Up ChatGPT: Exploring Its Layout and Interface
- Prompt Engineering Practice: A Hands-On-Assigment
Inside the Mind of ChatGPT-4: Working of LLMs
- Theory vs. Practice: Your Choice
- How Large Language Models Work and Their Fundamentals
- Understanding and Managing Randomness in Model Outputs
- Crafting Your First Prompts: Turning Theory into Practice
Thoughtful Prompt Engineering: Where Art Meets Science
- Why Thoughtful Prompting is the Key to Unlocking ChatGPT's Potential
- Developing a Prompt Engineer's Intuition and Mindset
- Programming Unlocked: Anyone Can Code with Prompts
Prompt Patterns: Path to Power Up Your ChatGPT Interactions
- Introduction to Prompt Patterns
- Structure of Prompt Patterns: Formatting and Its Use Cases
- Building Context and Personality with the Persona Pattern
- Anatomy of Persona Pattern: Formatting and Its Use Cases
- Applying the Persona Pattern: Turning Theory into Practice
Adaptive Prompting: Improve Results with New Data
- Teaching the Model Incrementally with New Information (Facts and Context)
- Building a Toolkit of Reusable Root Prompts for Dynamic Scenarios
- Creating Reusable Root Prompts for Dynamic Use
- Building Prompts with New Information: Putting the Techniques into Practice
Prompt Engineering Foundations: Essential Patterns
- Question Refinement Pattern: Driving Conversations Through Follow-Up Questions
- Anatomy of Question Refinement Pattern: Formatting and Its Use Cases
- Validating Claims and Their Explanations With the Cognitive Verifier Pattern
- Structure of Cognitive Verifier Pattern || Formatting and Its Use Cases
- Writing in Your Reader's Voice With the Audience Persona Pattern
- Anatomy of the Audience Persona Pattern: Examples and Formatting Strategies
- Flipped Interaction: Driving Interactivity with the Flipped Interaction Pattern
- Formatting of the Flipped Interaction Pattern and Its Use Cases
- Applying Fundamental Prompt Patterns: Putting Key Concepts into Practice
Few-Shot Prompts: Generate Accurate ChatGPT Outputs
- Maximizing ChatGPT's Efficiency and Impact with Few-Shot Examples
- Action-Oriented Few-Shot Examples: Powering Practical Applications
- Intermediate Steps: Guiding with Few-Shot Examples in Complex Tasks
- Crafting Effective Few-Shot Examples: Strategies and Techniques
- Unlocking Robust Logical Reasoning with Chain of Thought Prompting
- Chain of Thought Prompting : Lessons from the Latest Research Paper
- React Prompting: Eliciting Responsive Outputs Through Scenarios
- React Prompting : Lessons from the Latest Research Paper
- Improving Outputs Through Peer Review: Models Critiquing Each Other's Work
- Applying Few-Shot Examples: Turning Theory into Practice
Creative Prompt Applications: Beyond the Basics
- Game Play Pattern || Engaging Users with Interactive Prompts
- Mastering the Format of the Game Play Pattern
- Template Pattern || Structured Prompts for Consistent Results
- Formatting and Its Use Cases of Template Pattern
- Meta Language Creation || Building New Languages with Prompts
- Structure of Meta Language Creation Pattern || Formatting and Its Use Cases
- Recipe Pattern || Step-by-Step Prompting for Guided Processes
- Anatomy of the Recipe Pattern || Formatting and its Use Cases
- Alternative Approaches || Exploring Diverse Prompting Strategies
- Diving into the Format and Use Cases of the Alternative Approaches Pattern
- Hands-On with Complex Prompt Patterns
Advanced Prompt Strategies: Expert Techniques
- Ask For Input Pattern || Engaging Users through Input-Based Prompts
- Ask For Input Pattern || Engaging Users through Input-Based Prompts
- Formatting and its Use Cases of Ask for Input Pattern
- Combining Patterns || Leveraging Prompt Combination Strategies
- Expanding Outlines || Enriching Content with the Outline Expansion Pattern
- Strcuture of Outline Expansion Pattern || Formatting and its Use Cases
- Menu Actions Pattern || Interactive Prompts for Guided Decision-Making
- Anatomy of Menu Action Pattern || Formatting and its Use Cases
- Fact Check List || Ensuring Accuracy with the Fact Check List Pattern
- Formatting and Use Cases of Fact Check List Pattern
- Tail Generation || Customizing Prompts with Tail Generation Techniques
- Structure of Tail Generation Pattern || Formatting and its Use Cases
- Semantic Filtering Pattern || Fine-Tuning Outputs with the Semantic Filter
- Anatomy of the Semantic Filter Pattern || Formatting and its Use Cases
- Creating a Prompt-based Application
Course Conclusion and Final Thoughts
- Prompt Engineering: Course Conclusion and Final Thoughts
- Continue Learning About Prompt Engineering
- Fina: Testing your Skills of ChatGPT
- Final Practice Test to Evaluate your Skills
Advancing Prompt Engineering Skills with Latest Research
- A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT
- Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- React: Synergizing Reasoning and Acting in Language Models
- ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Software Design
