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Duration 7 hours
Course Outline
Introduction to Prompt Engineering
- Understanding prompt engineering and its importance
- Common use cases and their impact on productivity
- An overview of typical model behaviours
Core Principles of Effective Prompts
- Clarity, context, constraints, and the use of examples
- Managing output length, format, and style
- Identifying common pitfalls and strategies to avoid them
Prompt Patterns and Templates
- Instruction-based prompts and role-playing prompts
- Chain-of-thought and step-by-step prompting techniques
- Few-shot examples and the reuse of templates
Hands-on Prompting Exercises
- Developing prompts for summarisation and rewriting
- Creating prompts for classification and data extraction
- Live iteration: refining prompts based on generated outputs
Evaluating and Improving Prompts
- Metrics and heuristics for assessing prompt quality
- Using tests and edge cases to validate prompt effectiveness
- Versioning and documenting prompt modifications
Safety, Bias & Responsible Use
- Recognising and mitigating biased or unsafe outputs
- Implementing basic guardrails and content constraints
- Determining when human review is necessary
Wrap-up, Resources & Next Steps
- Quick-reference templates and cheat sheets
- Recommended reading materials and community resources
- Suggestions for continued practice and further learning pathways
Requirements
- Experience using web-based AI chat interfaces
- A foundational grasp of natural language concepts
- An ease with iterative problem-solving approaches
Target Audience
- Beginners seeking to improve their communication with AI models
- Product managers, content creators, and analysts investigating AI tools
- Individuals responsible for generating or assessing 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.
