ChatGPT Productivity and Prompt Engineering
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- 1 day course
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- Live Online or Classroom-based
- Certificate of completion
- Maximum class size of 6 for scheduled courses
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Course Outline
- Introduction to Prompt Engineering
- Basic Principles of Prompt Engineering
- Techniques for Prompt Engineering
- Advanced Prompt Engineering
- Evaluating and Testing Prompts
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Overview
Course Outline
Introduction to Prompt Engineering
- What is Prompt Engineering?
- Importance of Prompt Engineering
- Types of Prompts
Basic Principles of Prompt Engineering
- Understanding Language Models
- Data Pre-Processing
- Generating prompts
Techniques for Prompt Engineering
- Pattern matching
- Template-based prompt generation
- Text augmentation
Advanced Prompt Engineering
- Transfer learning for prompt engineering
- Fine-tuning models for specific tasks
- Adversarial prompt engineering
Evaluating and Testing Prompts
- Metrics for evaluating prompts
- Human evaluation of prompts
- Testing prompts on different models and tasks
Applications of Prompt Engineering
- Natural Language Processing
- Question-answering systems
- Conversational AI
- Sentiment analysis
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SEE COURSESUseful Links
- Get started with ChatGPT – Signup or login
- MUO: ChatGPT – Learn the latest about ChatGPT and what you can do with this powerful AI chatbot
- Explanation for beginners – Answer questions and assist you with composing emails, essays, code and much more
- Quick article to get started with ChatGPT – Zdnet article on how to use ChatGPT