Course Outline
Introduction to Prompt Engineering
- Understanding what prompt engineering is and its significance
- Common use cases and their impact on productivity
- Overview of typical model behaviors
Core Principles of Effective Prompts
- Elements of clarity, context, constraints, and examples
- Controlling output length, format, and style
- Common pitfalls and strategies to avoid them
Prompt Patterns and Templates
- Instruction-based prompts and role-based prompting
- 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 generated outputs
Evaluating and Improving Prompts
- Metrics and heuristics for assessing prompt quality
- Using tests and edge cases to validate prompts
- Versioning and documenting changes to prompts
Safety, Bias & Responsible Use
- Recognizing 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 learning paths
Requirements
- Familiarity with web-based AI chat interfaces
- Basic understanding of natural language concepts
- Comfort with iterative problem-solving
Audience
- Beginners seeking to learn effective communication with AI models
- Product managers, content creators, and analysts exploring AI tools
- Professionals responsible for generating or evaluating 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 1600 € + 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.
