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Duration 7 hours
Course Outline
Introduction to Prompt Engineering
- Defining prompt engineering and its importance
- Common applications and productivity benefits
- Understanding standard model behaviors
Core Principles of Effective Prompts
- Incorporating clarity, context, constraints, and examples
- Managing output length, format, and tone
- Identifying and avoiding frequent errors
Prompt Patterns and Templates
- Utilizing instruction-based and role-based prompts
- Applying chain-of-thought and sequential prompting
- Using few-shot examples and reusing templates
Hands-on Prompting Exercises
- Creating prompts for text summarization and revision
- Building prompts for data classification and extraction
- Real-time refinement of prompts based on results
Evaluating and Improving Prompts
- Assessing prompt quality using metrics and heuristics
- Validating prompts through testing and edge cases
- Managing versions and documenting prompt updates
Safety, Bias & Responsible Use
- Detecting and addressing biased or unsafe content
- Implementing basic guardrails and content restrictions
- Determining when human oversight is required
Wrap-up, Resources & Next Steps
- Access to quick-reference templates and cheat sheets
- Curated reading lists and community resources
- Guidance on continuing practice and learning trajectories
Requirements
- Familiarity with web-based AI chat interfaces
- Basic understanding of natural language concepts
- Comfort with iterative problem-solving
Target Audience
- Beginners aiming to master effective communication with AI models
- Product managers, content creators, and analysts exploring AI tools
- Individuals responsible for creating or evaluating AI-generated content
Testimonials (2)
The interactive style, the exercises
Tamas Tutuntzisz
Course - Introduction to Prompt Engineering
Since we had a Roche internal AI Training (6 lections), the presented majority content was a good sum-up, however, personally I did learn something new in this training session, which was to counter back the prompt, so the AI program has to ask you about possible questions regarding to this specific topic.
