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Course Outline
Introduction to Prompt Engineering
- Understanding what prompt engineering is and its significance
- Common use cases and its impact on productivity
- Overview of typical model behaviors
Core Principles of Effective Prompts
- Clarity, context, constraints, and the use of examples
- Controlling output length, format, and style
- 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 template reuse
Hands-on Prompting Exercises
- Crafting prompts for summarization and rewriting tasks
- Designing prompts for classification and data extraction
- Live iteration: refining prompts based on model outputs
Evaluating and Improving Prompts
- Metrics and heuristics for assessing prompt quality
- Using tests and edge cases to validate prompts
- Versioning and documenting prompt changes
Safety, Bias & Responsible Use
- Recognizing and mitigating biased or unsafe outputs
- Basic guardrails and content constraints
- When to involve human review
Wrap-up, Resources & Next Steps
- Quick reference templates and cheat sheets
- Recommended reading and community resources
- Suggestions for continued practice and learning paths
Requirements
- Familiarity with web-based AI chat interfaces
- Foundational knowledge of natural language concepts
- Comfort with iterative problem-solving approaches
Target Audience
- Beginners seeking to improve their communication with AI models
- Product managers, content creators, and analysts exploring AI capabilities
- Professionals 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.
