Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Prompt Engineering
- Defining prompt engineering and its importance
- Key use cases and their impact on workflow efficiency
- Understanding typical model behaviors
Core Principles of Effective Prompts
- Emphasizing clarity, context, constraints, and examples
- Managing output length, format, and tone
- Identifying common pitfalls and strategies to avoid them
Prompt Patterns and Templates
- Instructional prompts and role-based prompting
- Chain-of-thought reasoning and step-by-step guidance
- Few-shot examples and the reuse of templates
Practical Prompting Exercises
- Creating prompts for text summarization and rewriting
- Developing prompts for classification and data extraction
- Live iteration: adjusting prompts based on generated outputs
Evaluating and Enhancing Prompts
- Metrics and heuristics for assessing prompt quality
- Validating prompts through testing and edge case analysis
- Versioning and documenting prompt modifications
Safety, Bias, and Responsible Use
- Detecting and mitigating biased or unsafe outputs
- Implementing basic guardrails and content restrictions
- Determining when human oversight is necessary
Summary, Resources, and Next Steps
- Quick reference templates and cheat sheets
- Recommended reading materials and community resources
- Recommendations for continued practice and learning paths
Requirements
- Familiarity with web-based AI chat interfaces
- Fundamental understanding of natural language concepts
- Aptitude for iterative problem-solving
Target Audience
- Novices eager to learn effective communication techniques with AI models
- Product managers, content creators, and analysts exploring AI-driven tools
- Professionals responsible for generating or evaluating AI-created 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.