Course Outline
Fundamentals of Prompt Engineering
- Defining prompt engineering and its importance
- Common use cases and their impact on workflow efficiency
- Understanding typical behaviors of language models
Key Principles for Effective Prompting
- Incorporating clarity, context, constraints, and examples
- Managing output length, formatting, and tone
- Identifying and avoiding common prompting pitfalls
Prompt Patterns and Template Strategies
- Utilizing instruction-based and role-based prompts
- Applying chain-of-thought and step-by-step reasoning techniques
- Implementing few-shot examples and reusing templates
Practical Prompting Workshops
- Developing prompts for text summarization and rewriting
- Creating prompts for data classification and extraction
- Live refinement sessions: adjusting prompts based on generated outputs
Assessment and Prompt Optimization
- Applying metrics and heuristics to gauge prompt effectiveness
- Validating prompts using test cases and edge scenarios
- Managing prompt versions and documenting changes
Safety, Bias & Ethical Usage
- Detecting and addressing biased or unsafe model outputs
- Establishing basic guardrails and content restrictions
- Determining when human oversight is required
Conclusion, Resources & Future Learning
- Access to quick-reference templates and cheat sheets
- Curated reading lists and community resources
- Recommendations for ongoing practice and advanced learning paths
Requirements
- Experience with web-based AI chat interfaces
- Fundamental grasp of natural language concepts
- Aptitude for iterative problem-solving
Target Audience
- Newcomers aiming to develop effective communication skills with AI models
- Product managers, content creators, and analysts exploring AI toolsets
- Professionals responsible for generating or reviewing 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.
