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Vanderbilt University

Advanced Prompt Engineering for Everyone

Unlock the full potential of generative AI and become a master of prompt engineering. Dive deeper into how you can use In-context Learning to build better and more reliable prompts. See how Retrieval Augmented Generation (RAG) works and what can go wrong that you can counteract with fact-checkable prompt formats. Overcome your struggles in getting the right output from generative AI models with template-based output formats to achieve precision in your interactions with AI models. Tap into powerful AI capabilities for tasks ranging from social media comment analysis to survey results interpretation and beyond. This course will empower you with the skills needed to build exceptional prompts, using simple techniques, such as preference-driven refinement, and become and expert in leveraging generative AI for productivity and creativity. What You Will Learn: In-Context Learning: Understand how to provide context within prompts to guide AI models towards more accurate and relevant outputs. Learn techniques to embed contextual information that enhances the model’s understanding and performance. Retrieval Augmented Generation (RAG): Explore how to integrate retrieval systems with generative models to provide more precise and informed responses. This module covers the mechanisms to combine the strengths of both retrieval and generation. Template Pattern and Examples: Master the art of crafting template-based prompts to achieve consistent and desired outputs. Learn how to tell generative AI to fit its output into your format and overcome struggles with getting exactly what you want. Tapping Into AI Capabilities for Everyday Use: Delve into practical applications such as analyzing social media comments, interpreting survey results, and other everyday tasks where generative AI can make a significant impact. Gain hands-on experience with real-world examples. Building Great Prompts: Discover simple methods for constructing effective prompts. Learn how preference-driven refinement can elevate your prompt engineering skills, ensuring that outputs meet your exact needs and preferences.

Status: ChatGPT
Status: Generative AI
IntermediateCourse9 hours

Featured reviews

CJ

5.0Reviewed Dec 15, 2025

The delivery of this course was clear, and the assignments allowed for a direct application of the material. Thank you for sharing your expertise, Professor Jules White.

MP

5.0Reviewed Jul 30, 2024

Great course! You can always count on Jules White to learn about GenAI. Highly recommended. Looking forward to the next one.

DV

5.0Reviewed Sep 5, 2024

Jules has so much insight into prompt engineering and why what he is teaching is important. I really appreciate his approach to teaching.

JP

5.0Reviewed Aug 3, 2024

Great course, very clearly explained, and the skills labs provide a timely way to practice the lecture material. Recommended!

RY

5.0Reviewed Apr 7, 2026

By earning this certificate, I have demonstrated the ability to systematically engineer inputs to produce high-quality, reliable, and context-aware outputs from modern AI systems.

AM

5.0Reviewed Oct 26, 2024

I've been using chatGPT since the start and the course provided me with the necessary insight that I can use in my profession. This course is highly recommended even for advanced users.

MS

5.0Reviewed Jul 2, 2025

This was such an interesting and useful course! Really enjoyed it and look forward to doing more courses by Jules.

AL

5.0Reviewed Aug 28, 2024

This is a must-take course if you are keen in advancing your prompt engineering knowledge and skillset gameplan. It gets better as Dr Jules White spins deeper iterations on prompt engineering.

AG

5.0Reviewed Feb 12, 2026

It is a great course. I learnt so much regarding how much support I can have from AI by giving appropriate prompts to get the desired and correct output.

MK

5.0Reviewed Apr 20, 2025

Very clearly presented. Level of enthusiasm, explanation and engagement have been really appreiated.

DA

5.0Reviewed Aug 25, 2025

This course went much deeper than my expectation and gave me an understanding of how LLMs work so that I can think through my prompt engineering solutions.

MG

5.0Reviewed Aug 2, 2024

Dr. White is dazzling as usual. He uses real world examples that relate directly to my profession. He's a programmer with a poet's heart. Highly recommended!

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