About This Course
When basic prompting is not enough, advanced reasoning techniques can unlock capabilities that seem almost magical. This course covers the cutting edge of prompt engineering for complex problem solving.
Topics include chain of thought prompting, few-shot chain of thought, tree of thought reasoning, self-consistency, retrieval-augmented generation prompting, and constitutional AI techniques. You will learn when to apply each method and how to combine them.
Through hands-on projects, you will tackle complex tasks like multi-step math problems, code generation with verification, legal document analysis, and scientific reasoning. These techniques are essential for anyone building AI systems that need to handle complex, nuanced tasks.
