Prompt Engineering
Core prompting techniques, reasoning elicitation, system prompts, structured output, context engineering, and production safety.
Start Module 01Curriculum
A structured path through the course content.
Foundations
What prompts are, how LLMs process them, and mental models for effective prompting.
Core Prompting Techniques
Few-shot, zero-shot, role prompting, and structured prompting patterns.
Reasoning Elicitation
Chain-of-thought, tree-of-thought, and advanced reasoning techniques.
System Prompts & Instruction Design
System prompt patterns, instruction clarity, and behavioral control.
Structured Output & Format Control
JSON, XML, structured generation, and output formatting.
Context Engineering Fundamentals
Context window management, prompt compression, and context optimization.
Retrieval & Knowledge Integration
RAG patterns, knowledge grounding, and external data integration.
Domain-Specific Prompting
Code generation, data analysis, and specialized domain techniques.
Safety, Testing & Production
Prompt injection defense, testing strategies, and production deployment.