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Duration 7 hours
Course Outline
Introduction to Prompt Engineering
- Defining prompt engineering and its significance
- Common use cases and their impact on productivity
- 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 and role-based prompts
- Chain-of-thought and step-by-step prompting techniques
- Few-shot examples and reusing templates
Hands-on Prompting Exercises
- Creating prompts for summarisation and rewriting
- Designing prompts for classification and data extraction
- Live iteration: refining prompts based on output results
Evaluating and Improving Prompts
- Metrics and heuristics for assessing prompt quality
- Using tests and edge cases to validate prompts
- Versioning and documenting prompt modifications
Safety, Bias & Responsible Use
- Identifying and mitigating biased or unsafe outputs
- Basic guardrails and content constraints
- Determining when human review is necessary
Wrap-up, Resources & Next Steps
- Quick reference templates and cheat sheets
- Recommended reading and community resources
- Suggestions for ongoing practice and learning paths
Requirements
- Familiarity with web-based AI chat interfaces
- A basic grasp of natural language concepts
- Comfort with iterative problem-solving
Target Audience
- Beginners eager to learn how to communicate effectively with AI models
- Product managers, content creators, and analysts exploring AI tools
- Individuals responsible for generating or evaluating AI-driven 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.
