Course: Training in Prompt Engineering (10 Lessons)
Introduction to Prompt Engineering
Objectives: Understand the basics of interacting with language models.
TRAINING IN PROMPT ENGINEERING (10 LESSONS)
Objectives: Understand the basics of interacting with language models.
Training course in Prompt Engineering consisting of 10 lessons. This course aims to provide comprehensive skills in designing, formulating, and optimizing prompts for interaction with language and artificial intelligence models.
Course: Training in Prompt Engineering (10 Lessons)
Lesson 1: Introduction to Prompt Engineering
- Objectives: Understand the basics of interacting with language models.
- Content:
- What is Prompt Engineering?
- Overview of language models (GPT, BERT, etc.).
- How models interpret prompts.
- Benefits of precise prompt design.
- Examples of simple prompts and their results.
Lesson 2: Structure and Formatting of Prompts
- Objectives: Master the structure of prompts for optimal results.
- Content:
- Key elements of an effective prompt.
- Using open-ended vs closed-ended questions.
- Structuring instructions (directives, constraints).
- Examples of well-structured prompts vs vague prompts.
Lesson 3: Response Optimization and Feedback
- Objectives: Improve results by adjusting prompts.
- Content:
- Techniques for obtaining longer or more concise responses.
- How to guide the model for specific answers.
- Using feedback to refine prompts.
- The prompt-response-revision cycle.
Lesson 4: Advanced Use of Language Models
- Objectives: Explore advanced features of models for complex tasks.
- Content:
- Manipulation of temperature and parameters.
- Generating creative vs informative content.
- Detecting bias and handling common errors.
- Creating prompts for specialized tasks (summarization, translation, etc.).
Lesson 5: Creating Prompts for Creativity
- Objectives: Harness AI to stimulate creativity (writing, brainstorming).
- Content:
- Prompts for generating creative content ideas.
- Techniques to enhance the model’s creativity.
- Using examples and suggestions to spark inspiration.
- Case studies: successful creative prompts.
Lesson 6: Human-Machine Collaboration
- Objectives: Develop collaborative workflows with AI.
- Content:
- How to effectively interact with the model to refine ideas.
- Integrating prompts into work processes.
- Using AI responses to complement human skills.
- Examples of collaboration: content development, research.
Lesson 7: Creating Prompts for Specific Use Cases
- Objectives: Tailor prompts for specific industries and tasks.
- Content:
- Designing prompts for customer service, research, science, etc.
- Using AI in marketing: copywriting, advertising, etc.
- Deploying prompts for education (creating quizzes, exercises, etc.).
- Examples and exercises by industry sector.
Lesson 8: Managing Multimodal Models
- Objectives: Create prompts for models that combine text, images, etc.
- Content:
- Introduction to multimodal models (text, images, audio).
- Creating prompts to generate images (text2image).
- Manipulating models for mixed tasks (e.g., image descriptions).
- Using visual examples in prompts.
Lesson 9: Ethics and Best Practices in Prompt Engineering
- Objectives: Understand the ethical implications of using AI and prompts.
- Content:
- Avoiding harmful or biased content generation.
- Understanding ethical responsibilities in prompt creation.
- Intentional vs unintentional manipulation of AI responses.
- Examples of ethical vs problematic prompts.
Lesson 10: Final Project and Evaluation
- Objectives: Apply the acquired skills in a final project.
- Content:
- Create a Prompt Engineering project based on a real-world problem.
- Submit and evaluate the prompts and their results.
- Discussion of lessons learned and challenges faced.
- Optional certificate of completion.
Each lesson can be accompanied by practical exercises and quizzes to reinforce learning. Participants should be able to test and refine their prompts as they progress through the course.
https://app.eu.safetyculture.com/trainings/course/6708dc11701b1637afa34d30