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Course Outline
Introduction to Prompt Engineering
- Defining prompt engineering and its importance
- Typical use cases and their impact on productivity
- An overview of standard model behaviors
Fundamental Principles of Effective Prompts
- Emphasizing clarity, context, constraints, and examples
- Managing output length, format, and style
- Identifying common pitfalls and strategies to avoid them
Prompt Patterns and Templates
- Instruction-based and role-based prompting techniques
- Chain-of-thought and step-by-step prompting methods
- Using few-shot examples and reusing templates
Practical Prompting Exercises
- Developing prompts for summarization and rewriting tasks
- Creating prompts for classification and data extraction
- Live iteration: refining prompts based on generated outputs
Assessing and Enhancing Prompts
- Metrics and heuristics for evaluating prompt quality
- Using tests and edge cases to validate prompt effectiveness
- Versioning and documenting changes to prompts
Safety, Bias & Responsible Usage
- Identifying and mitigating biased or unsafe outputs
- Establishing basic guardrails and content constraints
- Determining when human review is necessary
Conclusion, Resources & Next Steps
- Quick reference templates and cheat sheets
- Recommended reading material and community resources
- Suggestions for ongoing practice and learning pathways
Requirements
- Experience with web-based AI chat interfaces
- A basic grasp of natural language principles
- Confidence in iterative problem-solving approaches
Target Audience
- Beginners seeking to learn how to interact effectively with AI models
- Product managers, content creators, and analysts exploring AI toolsets
- Individuals responsible for generating or assessing AI-produced content
7 Hours
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.