Non-Technical Courses

Prompt Engineering

This syllabus is a starting point, and you can adjust it based on the specific format (bootcamp vs. individual courses) and desired level of depth for each module.

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About Course

This course equips you with the skills to craft effective prompts for various AI models, unlocking their full potential and achieving desired outputs. Through hands-on exercises and real-world examples, you’ll gain the confidence to interact effectively with a wide range of AI tools.

Understand the concept of prompt engineering and its role in AI interaction.
Master the essential elements of effective prompts, including instructions, context, and style.
Explore different types of AI models and tailor prompts to their specific capabilities.
Apply prompt engineering techniques for various tasks like text generation, translation, and image creation.
Experiment with different prompts for the same task and analyze the impacts on AI outputs.
Identify and avoid potential biases in prompt engineering for responsible AI development.
Develop a strong foundation for further exploration of advanced prompt engineering techniques.

Course Content

Module 1: Introduction to Prompt Engineering

What is Prompt Engineering?
The Bridge Between Humans and AI: How prompts influence AI outputs.
Different Types of AI Models: Understanding their strengths and weaknesses for effective prompting.
Hands-on Activity: Experimenting with pre-trained AI models and exploring how prompts affect the results.

Module 2: Crafting Effective Prompts

Module 3: Prompt Engineering Techniques

Module 4: Advanced Prompt Engineering Considerations

Assessment

Prerequisites

Instructors

WDA

4.4

35 Students

57 Courses

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Level Intermediate
Last Updated September 6, 2024
Certificate Certificate of completion

Prompt Engineering

About Course

What Will You Learn?

Course Content

Module 1: Introduction to Prompt Engineering

What is Prompt Engineering?

The Bridge Between Humans and AI: How prompts influence AI outputs.

Different Types of AI Models: Understanding their strengths and weaknesses for effective prompting.

Hands-on Activity: Experimenting with pre-trained AI models and exploring how prompts affect the results.

Module 2: Crafting Effective Prompts

Instructions: Clearly stating the desired task or output.

Context: Providing relevant background information to guide the AI.

Style: Specifying the desired tone or voice of the AI output.

Interactive Exercises: Building prompts collaboratively, focusing on clarity, conciseness, and providing necessary details.

Case Studies: Analyzing real-world examples of effective prompts used in various applications.

Module 3: Prompt Engineering Techniques

Iterative Prompting: Refining prompts through trial and error for optimal results.

Fine-Tuning Prompts for Specific Tasks: Tailoring prompts for tasks like summarization, translation, or creative text generation.

Leveraging Templates and Tools: Exploring pre-built prompt templates and AI tools that assist with prompt engineering.

Project 1: Developing prompts for a specific task using different AI models and analyzing the results.

Module 4: Advanced Prompt Engineering Considerations

Prompt Engineering for Generative AI: Crafting prompts for image generation, music composition, and other creative applications.

The Ethics of Prompt Engineering: Avoiding bias and promoting responsible AI development.

Discussions and Guest Lectures: Exploring the latest advancements and ethical considerations in prompt engineering with industry experts.

Project 2: Developing advanced prompts for a chosen AI application, addressing ethical considerations and showcasing the project to the class.

Assessment

Active participation in class discussions and exercises.

Completion of hands-on projects with well-structured prompts for specific tasks.

Final project showcasing the ability to effectively utilize prompt engineering for a chosen AI application.

Prerequisites

Basic understanding of computer science concepts (optional)

Interest in artificial intelligence and its potential

No prior programming experience required

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