Advanced Prompt Engineering
•
3 Days
Learn how to craft Complex and Efficient Prompts for Sophisticated AI Applications.
Taught by
Sander Schulhoff
Founder & CEO, Learn Prompting
Course Overview
Learn how to craft Complex and Efficient Prompts for Sophisticated AI Applications.
What will you learn?
Advanced Prompting
The most advanced prompting techniques, from research.
Skills you will gain
Meet Your Instructor
Sander Schulhoff
Founder & CEO, Learn Prompting
His guide (Learnprompting. org) is listed as a recommended resource by OpenAI and Google and has been featured in Forbes as the best course to learn Prompt Engineering. As a researcher, he has authored multiple award-winning papers alongside experts from OpenAI, Microsoft, ScaleAI, the Federal Reserve, HuggingFace, and others.
Course Syllabus
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)
