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- Prompt Engineering for Teenagers!
Curriculum
- 6 Sections
- 46 Lessons
- Lifetime
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- Introduction to LLM and Prompt Engineering3
- Principles of Effective Prompting1
- Prompting Techniques18
- 3.0Prompting Techniques
- 3.11. Zero shot Prompting
- 3.22. Few shot Prompting
- 3.33. Chain of Thought Prompting
- 3.44. Self Consistency
- 3.55. Generate Knowledge Prompting
- 3.66. Prompt Chaining
- 3.77. Tree of Thoughts
- 3.88. Retrieval Augmented Generation
- 3.99. Automatic Reasoning and Tool use
- 3.1010. Automatic Prompt Engineer
- 3.1111. Active Prompt
- 3.1212. Directional Stimulus Prompting
- 3.1313. Program Aided Language Models
- 3.1414. ReAct
- 3.1515. Reflexion
- 3.1616. Multimodal CoT
- 3.1717. Graph Prompting
- Basic Applications of ChatGPT19
- 4.1Sentiment Classification
- 4.2MySQL Queries
- 4.3Inventing New Words
- 4.4Reasoning Prompt
- 4.5Excel Prompts
- 4.6Developer Prompts
- 4.7Finance Prompts
- 4.8Marketing Prompts
- 4.9Life Coach
- 4.10English Translator and Improver
- 4.11Travel Guide
- 4.12Debate Coach
- 4.13Career Counselor
- 4.15Midjourney Prompt Generator
- 4.17Dream Interpreter
- 4.18Tic Tac Toe Game
- 4.19Password Generator
- 4.20Essay Writer
- 4.21Startup Idea Generator
- Various models and Toolsrecent language models and tools to successfully apply the latest and most advanced prompting engineering techniques2
- Ethics of AI and implications3
3. Chain of Thought Prompting
Chain of Thought Prompting
Chain of Thought prompting involves sequentially building upon the context of a conversation or prompt to guide the language model in generating responses that maintain coherence and relevance throughout the interaction.
- Example: Starting a conversation with “Tell me about your favorite animal,” and then using the model’s responses to guide subsequent questions, creating a coherent chain of thoughts.
15 different types of Chain of Thought Prompting examples tailored for various real-life scenarios
- Storytelling Prompting:
- “Once upon a time, there was a brave knight named…”
- “What happens next in the story of a curious explorer venturing into the unknown jungle?”
- Cooking Recipe Prompting:
- “Start by chopping the onions finely, then…”
- “What’s the next step in preparing a delicious spaghetti carbonara?”
- Fitness Workout Prompting:
- “After completing 10 push-ups, the next exercise is…”
- “What’s the follow-up exercise in a high-intensity interval training (HIIT) workout routine?”
- DIY Craft Project Prompting:
- “Once the glue has dried, the next step is to…”
- “What’s the subsequent action in making a handmade greeting card?”
- Math Problem-solving Prompting:
- “After solving for ‘x’ in the equation, the next step is to…”
- “What’s the next mathematical operation in solving a quadratic equation?”
- Computer Programming Prompting:
- “Once the function definition is complete, the next step is to…”
- “What’s the subsequent code snippet to implement a loop in Python?”
- Home Cleaning Routine Prompting:
- “After vacuuming the carpets, the next area to clean is…”
- “What’s the next task in maintaining a tidy and organized living space?”
- Gardening Tips Prompting:
- “After planting the seeds, the next step in caring for the plants is to…”
- “What’s the subsequent action in ensuring healthy growth for a tomato plant?”
- Financial Budget Planning Prompting:
- “Once the monthly expenses are calculated, the next step is to…”
- “What’s the next stage in creating a budget plan for personal finances?”
- Project Management Prompting:
- “After setting the project milestones, the next task is to…”
- “What’s the subsequent action in managing a team project deadline?”
- Travel Itinerary Planning Prompting:
- “After booking the flights, the next step in planning the trip is to…”
- “What’s the follow-up task in organizing accommodations for a vacation?”
- Event Planning Prompting:
- “Once the venue is secured, the next aspect to consider is…”
- “What’s the subsequent detail to address in arranging a birthday party?”
- Academic Research Prompting:
- “After reviewing the literature, the next step in the research process is to…”
- “What’s the next action in conducting an experiment for a science project?”
- Customer Service Interaction Prompting:
- “After greeting the customer, the next step in resolving the issue is to…”
- “What’s the subsequent response in assisting a customer with a product inquiry?”
- Job Interview Preparation Prompting:
- “Once the resume is polished, the next step in preparing for the interview is to…”
- “What’s the follow-up task in rehearsing answers to common interview questions?”