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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

1

Prompting foundations

3 lessons
  • How LLMs think: tokens, context, and temperature
  • Anatomy of an effective prompt
  • Most common mistakes and how to avoid them
2

Advanced techniques

4 lessons
  • 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
3

Evaluation and optimization

3 lessons
  • Metrics for evaluating output quality
  • Prompt A/B testing
  • Prompt versioning and team management
4

Real-world use cases

3 lessons
  • Prompts for data extraction and classification
  • Prompts for consistent content generation
  • Prompts for agents and tools
5

Final project

1 lessons
  • 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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