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Advanced Prompt Engineering

Course Plan•3 Days
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36,547 learners enrolled

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!

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Taught by

Sander Schulhoff

Sander Schulhoff

Founder & CEO, Learn Prompting

What You'll Learn

  • 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 16 courses and certificates of completion that you can share on LinkedIn or any platform to highlight your new skills.

Meet Your Instructor

Sander Schulhoff

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.

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LearnPrompting Course Completion Certificate

Program 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!

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  • 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
Everything in Free and More

Learn Advanced Prompt Engineering Techniques

Take this course to learn how to craft prompts that improve AI performance in complex scenarios.

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Here's what's included with your Learn Prompting Plus subscription:

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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.

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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!

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Frequently Asked Questions

Learn Prompting courses are highly interactive, blending quizzes, assignments, and interactive projects with concise video or text lessons. Most courses feature hands-on exercises to help you apply AI tools in real-world scenarios. Some also include portfolio projects that you can publicly showcase to demonstrate your skills.
Our Free account provides access to select introductory courses and exercises to help you get started with Generative AI basics.
Upgrading to the Plus plan unlocks our full library of premium content, which includes interactive exercises, in-depth projects, certification courses, and access to an exclusive Discord community. You'll also receive priority support, official certificates of completion, and entry to weekly office hours for personalized guidance and networking.
You can start with our Free plan to explore basic content or request a trial for a Team or Business plan if you want a more comprehensive solution. If you're still unsure, reach out to our support or sales team. We'll help you evaluate your needs and recommend the plan that best aligns with your goals.
The Learn Prompting Team Plan is designed for groups that need focused Generative AI training. It allows a team leader (or admin) to purchase and manage multiple course seats under a single subscription. You get centralized billing, admin access to track progress and performance, and support for team leads to foster skill development and collaboration.
No. A Team Plan must be purchased with a single, centralized payment, usually by the Team admin. Individual learners seeking personal subscriptions can explore our Free or Plus plans.
As a Team or Business admin, you'll have access to an analytics dashboard showing each member's course enrollment, progress, and completion. This overview can help identify skill gaps and highlight who may need additional support or resources.
The Learn Prompting Business Plan is ideal for larger organizations needing to train multiple teams or departments in Generative AI. In addition to all the features of the Team Plan, the Business Plan offers enterprise-wide access, advanced analytics, potential integrations with your existing learning and development systems, and dedicated support.
Our expert-created curriculum covers AI tools such as ChatGPT, Microsoft Copilot, DALL-E, MidJourney, and Runway ML, with interactive lessons, hands-on projects, and real-world case studies to drive meaningful AI adoption and improve productivity across your organization.
The Team Plan is geared toward smaller groups that need shared access to Learn Prompting courses under one subscription. It offers group progress tracking and a centralized admin dashboard.
The Business Plan is designed for larger organizations and includes enterprise-level features such as integration with L&D systems, organization-wide reporting, and customized training paths. Both plans aim to boost team and organizational AI skills, but they differ in scale, management features, and customizability.
Our Business Plan is best suited for organizations needing tailor-made curricula or integration with internal training systems. We can work with you to design specialized modules, custom onboarding, and advanced analytics to align with your company's goals.
Yes, we offer discounts for qualifying non-profit and educational organizations. Please contact us with details about your institution to learn more about special pricing and partnership opportunities.
No, we won't charge you until your trial ends. After signing up, simply email us the list of users you'd like to onboard. Once the trial is over, we'll either charge the card on file for the total amount or send you an invoice, depending on your preference.
You can cancel any time before the trial ends to avoid charges.
If you have an individual subscription and are added to an active Team Plan, the Team Plan license will override your individual subscription. We'll issue a pro-rata refund for the remaining period of your individual subscription.
Once the Team Plan ends, you keep all your progress. To continue learning, you can re-subscribe to an individual plan or join another team.
Yes. Through your admin dashboard, you can invite additional users at any time. Any new seats added will be billed at the end of the monthly billing cycle, or included in the next invoice if you're on invoice billing.
You can remove users via your admin dashboard at any point. Your monthly charge will automatically adjust or prorate based on the remaining seats. If you have prepaid for a year, please contact our support team to discuss partial refunds or credit arrangements.
You can reach our support team by email or through the Help section in your admin dashboard. Plus, Team, and Business plans include priority support options with faster response times.

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