| 1 |
Introduction to Prompt Engineering
- What is Prompt Engineering?
- Importance of Prompt Engineering
- Applications of Prompt Engineering
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| 2 |
Understanding Prompts
- Definition and Types of Prompts
- Components of a Prompt
- Understanding Prompt Context
- Problems and Challenges with Prompts
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| 3 |
What is Prompt Engineering?
- Eliciting Desired Response
- Eliciting Desired Response – Hands On
- Clarity and Specificity in Prompts
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| 4 |
- Dealing with Ambiguity
- Handling Sensitive Topics and Content Safeguards
- Importance of Context in Prompt Design
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| 5 |
- Prompt Strategies for Better Output
- Useful Prompt Templates
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| 6 |
Creating Effective Prompts
- Case Studies: Prompt Engineering Examples
- Step-by-Step Process of Creating Prompts
- Prompt engineering for Text Summarization
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| 7 |
- Prompt engineering for Information Extraction
- Prompt engineering for Question Answering
- Prompt engineering for Text Classification
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| 8 |
- Prompt engineering for Code Generation
- Prompt engineering for Reasoning
- Analyzing and Evaluating Prompt Performance
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| 9 |
Working with OpenAI API
- Overview of OpenAI API
- ChatGPT PlayGround
- How to setup ChatGPT add-on?
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| 10 |
- Get started with ChatGPT in Google Docs
- Get started with ChatGPT in Google Sheets
- Data generation trick for ChatGPT in Google Sheets
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| 11 |
Advanced Prompt Engineering
- Harnessing the Power of System Messages and Instructions
- Dealing with Biases in Prompt Responses
- Mitigating Inappropriate or Unwanted Responses
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| 12 |
- Engineering Prompts for Multilingual and Multicultural Contexts
- Building Iterative and Interactive Prompt Chains
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| 13 |
Future of Prompt Engineering and AI Conversations
- Evolution and Trends in AI Conversational Models
- Innovations and Opportunities in Prompt Engineering
- Challenges and Ethical Considerations in Prompt Engineering
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| 14 |
Working with other popular AI tools
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