Advanced Prompt Engineering
•3 Days
Discover advanced techniques in prompt engineering to enhance the accuracy, reliability, and efficiency of AI-generated responses. Learn systematic methods for creating complex prompts for AI models like GPT-4o, Claude, and Gemini. Master key techniques like chain-of-thought prompting and more!
Taught by
Sander Schulhoff
Founder & CEO, Learn Prompting
What You'll Learn
By completing this course, you'll be able to:
- Analyze and compare effectiveness of different prompting methods.
- Understand when to apply specific techniques for optimal results
- Combine multiple prompting techniques into unified solutions
- Test and refine prompts through systematic experimentation
Course Overview
This course provides a deep dive into advanced prompt engineering techniques, helping you create more effective AI-driven solutions.
You'll learn methods like few-shot prompting, chain-of-thought reasoning, self-refinement, and problem decomposition to guide AI models toward more accurate and reliable outputs. The course is designed for AI practitioners, researchers, and professionals who want to leverage advanced AI interactions for their work.
By the end, you’ll be able to systematically design and refine prompts for complex applications, ensuring better performance across various AI models.
Skills You'll Gain
- Advanced Prompt Engineering: Master expert-level prompting techniques that enhance AI problem-solving and reasoning.
- Problem-Solving with AI: Utilize AI for automation, research, and technical tasks.
- Prompt Optimization: Apply systematic approaches to refine and optimize prompts for maximum accuracy, reliability, and efficiency.
Who Should Enroll?
- AI Developers: Improve model performance with advanced prompting techniques.
- ML Enthusiasts: Gain deeper insights into how prompting influences AI behavior.
- Professionals: Use AI more effectively to automate tasks and streamline workflows.
- AI Researchers & Engineers: Experiment with multi-step reasoning and prompt refinement techniques.
Course Outline
In-Context Learning
Basics of Few-Shot Prompting
Factors Influencing Performance in Few-Shot In-Context Learning
Self-Generated In-context Learning Prompting (SG-ICL)
Thought Generation Prompting
Basics of Thought Generation Prompting
Chain-of-Thought Prompting (CoT)
Thread-of-Thought Prompting (ThoT)
Contrastive Chain-of-Thought Prompting (CCoT)
Self-Ask Prompting (SA)
Tabular Chain of Thought Prompting (Tab-CoT)
Problem Decomposition Prompting
Basics of Problem Decomposition Prompting
Least-to-Most Prompting (LtM)
Plan-and-Solve Prompting (PaS)
Program-of-Thoughts Prompting (PoTh)
Self-Criticism Prompting
Basics of Self-Criticism Prompting
Self-Evaluation Prompting (SE)
Self-Refine Prompting (SR)
Chain-of-Verification Prompting (COVE)
System 2 Attention Prompting (S2A)
Rephrase and Respond Prompting (RaR)
Re-reading Prompting (RE2)
Conclusion
Recap key takeaways
Earn your certificate of completion to showcase your learning
Course Format
- Duration: 3 Days (self-paced) with concise video lessons for busy learners.
- Materials: Video content, interactive exercises, and quizzes.
- Access: Available with a Learn Prompting Plus subscription, granting you access to 15 courses and certificates of completion that you can share on LinkedIn or any platform to highlight your new skills.
Meet Your Instructor
Sander Schulhoff
Founder & CEO, Learn Prompting
Sander Schulhoff is the Founder of Learn Prompting and an ML Researcher at the University of Maryland. He created the first open-source Prompt Engineering guide, which reached 3 million people and taught them to use tools like ChatGPT. Sander also led a team behind Prompt Report, the most comprehensive study of prompting ever done. This 76-page survey, co-authored with researchers from the University of Maryland, OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions, analyzed 1,500+ academic papers and covered 200+ prompting techniques.
Why Choose This Course?
- In-Depth Techniques: Explore advanced prompting strategies beyond basic interactions.
- Systematic Approach: Develop a structured method for designing, testing, and refining prompts.
- Expert Insights: Learn from AI researchers and practitioners with deep expertise in prompt engineering.
Earn a Certifiate of Completion
By upgrading to Learn Prompting Plus, you automatically receive a certificate of completion for every course you complete. These certificates can easily be shared on LinkedIn, Twitter, or any other social platform to showcase your new skillset.
Start Your Free TrialProgram Pricing and Details
This course is included in our Learn Prompting Plus catalog, accessible with a monthly or yearly subscription.
Start your free 3-day trial to explore this course and earn a certificate upon completion!
Plus
Individual
$21
/month
billed annually
For people who are serious about becoming AI-powered
- Access to our entire course library, including Plus Courses
- Earn Certificates of Completion for all courses
- Use our in-course AI Playground with AI Tutor
- Complete engaging, hand-graded AI projects
- Join the largest AI Learning Discord community
- Receive priority customer support
Learn Advanced Prompt Engineering Techniques
Take this course to learn how to craft prompts that improve AI performance in complex scenarios.
Start Your Free TrialHere's what's included with your Learn Prompting Plus subscription:
Your trusted partner for mastering AI in the workplace.
Unlimited Access to Courses
Unlock our entire library of expert-designed courses and tutorials, featuring essential AI skills, advanced prompt engineering techniques, and the industry's top tools.
Exclusive AI Playground
Experiment with prompts and AI workflows directly in our interactive AI Playground, equipped with an AI Tutor for real-time guidance.
Real-World AI Projects
Develop practical expertise through hands-on instructor-graded projects that simulate real-world challenges, preparing you to excel in AI-driven roles.
Certificates of Completion
Highlight your achievements with industry-recognized certificates for every course, boosting your resume and demonstrating your AI proficiency.
Expert-Led Community
Join one of the largest AI learning communities with 45,000+ members, where you can network with top professionals, collaborate with peers, and get direct insights from AI experts.
Priority Customer Support
Receive dedicated, priority support to ensure a seamless and productive learning experience every step of the way.
