Course Outline
Introduction to Prompt Engineering
- Defining prompt engineering and its importance
- Common use cases and their impact on productivity
- An overview of typical model behaviors
Fundamental Principles of Effective Prompts
- Ensuring clarity, providing context, setting constraints, and using examples
- Managing output length, format, and tone
- Identifying common pitfalls and strategies to avoid them
Prompt Patterns and Templates
- Instruction-driven prompts and role-based prompts
- Chain-of-thought reasoning and step-by-step prompting techniques
- Utilizing few-shot examples and reusing templates
Practical Prompting Exercises
- Developing prompts for text summarization and rewriting
- Creating prompts for classification tasks and data extraction
- Real-time iteration: refining prompts based on generated outputs
Assessing and Enhancing Prompts
- Metrics and heuristics for evaluating prompt quality
- Validating prompts through testing and edge case analysis
- Versioning and documenting prompt modifications
Safety, Bias & Responsible Usage
- Identifying and mitigating biased or unsafe outputs
- Implementing basic guardrails and content restrictions
- Determining when human review is necessary
Conclusion, Resources & Next Steps
- Quick reference templates and cheat sheets
- Recommended reading materials and community resources
- Recommendations for ongoing practice and learning paths
Requirements
- Basic familiarity with web-based AI chat interfaces
- Foundational knowledge of natural language concepts
- Comfort with iterative problem-solving approaches
Target Audience
- Beginners seeking to learn how to interact effectively with AI models
- Product managers, content creators, and analysts exploring the utility of AI tools
- Professionals responsible for generating or assessing AI-generated content
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
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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.
