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AI and AutomationIntermediate
Professional Prompt Engineering
Move from improvised prompting to designing reliable instructions for real products. This course covers advanced prompting patterns, structured outputs, few-shot learning, answer evaluation, and practical workflows for using LLMs in production settings.
14 lessonsCertificate includedUSD 5 (~ARS 5.000)
Course syllabus
1Prompting foundations
3 lessons
Prompting foundations
- How LLMs think: tokens, context, and temperature
- Anatomy of an effective prompt
- Most common mistakes and how to avoid them
2Advanced techniques
4 lessons
Advanced techniques
- Few-shot and chain-of-thought prompting
- Role prompting and system prompts in production
- Prompt chaining and multi-step workflows
- Structured outputs: JSON, XML, and schemas
3Evaluation and optimization
3 lessons
Evaluation and optimization
- Metrics for evaluating output quality
- Prompt A/B testing
- Prompt versioning and team management
4Real-world use cases
3 lessons
Real-world use cases
- Prompts for data extraction and classification
- Prompts for consistent content generation
- Prompts for agents and tools
5Final project
1 lessons
Final project
- Prompt system for a real business case
What you will learn
Prompt engineeringFew-shot learningStructured outputsOutput evaluationProduction LLM workflows
Certificate
Prompt Engineer Certificate - CumbreAcademy
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Investment: USD 5 (~ARS 5.000)
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