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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
10. Automatic Prompt Engineer
Automatic Prompt Engineer
Automatic Prompt Engineer refers to the capability of language models to automatically design or optimize prompts for specific tasks, allowing them to adapt to various applications without manual intervention.
- Example: Allowing a language model to analyze the desired task and generate effective prompts for tasks like translation or summarization.
15 different types of Automatic Prompt Engineer Prompting, each tailored for a specific real-life application
- Content Creation Prompting: “Generate a blog post outline on ‘Top 10 Healthy Breakfast Ideas’ including recipe summaries and nutritional benefits.”
- Customer Support Prompting: “Compose an email response addressing a customer’s query about product specifications and delivery timeline.”
- Educational Material Generation Prompting: “Create a study guide summarizing key concepts from Chapter 3 of the biology textbook, including diagrams and practice questions.”
- Product Description Prompting: “Craft a product description for a new smartphone model highlighting its features, specifications, and unique selling points.”
- Marketing Copywriting Prompting: “Write a catchy tagline and accompanying social media post promoting a new line of eco-friendly clothing.”
- Legal Document Drafting Prompting: “Draft a non-disclosure agreement (NDA) template with clauses for confidentiality, obligations, and dispute resolution.”
- Creative Writing Prompting: “Generate a short story set in a futuristic world where humans coexist with robots, focusing on themes of friendship and adventure.”
- Recipe Creation Prompting: “Develop a recipe for a vegan lasagna using plant-based ingredients and step-by-step cooking instructions.”
- Job Posting Writing Prompting: “Compose a job posting for a software engineer position, highlighting required skills, qualifications, and responsibilities.”
- Social Media Caption Generation Prompting: “Craft an engaging Instagram caption for a travel photo, capturing the essence of the destination and inspiring wanderlust.”
- Presentation Slide Content Generation Prompting: “Generate content for presentation slides on ‘Effective Time Management Techniques’ including bullet points, visuals, and key takeaways.”
- Academic Paper Abstract Writing Prompting: “Write an abstract summarizing the findings and implications of a research study on climate change mitigation strategies.”
- Personalized Recommendation Prompting: “Provide personalized book recommendations based on the user’s reading preferences and past selections.”
- Event Invitation Writing Prompting: “Compose an invitation email for a charity fundraising event, outlining the event details, purpose, and RSVP instructions.”
- Travel Itinerary Generation Prompting: “Create a detailed travel itinerary for a weekend getaway to a coastal destination, including sightseeing attractions, dining recommendations, and accommodation options.”
These prompts showcase the versatility of Automatic Prompt Engineer Prompting across various domains and tasks, demonstrating its effectiveness in generating tailored content for different purposes.