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 Duration 14 hours

Course Outline

Introduction to Prompt Engineering with Ollama

  • Grasping the strengths and constraints of Ollama
  • Core principles underlying prompt engineering
  • Analyzing the dynamics between prompts and responses

Priming and Instruction Design

  • Establishing role-based directives
  • Refining initial prompts to achieve task-specific results
  • Reviewing case studies of successful priming techniques

Chain-of-Thought and Reasoning Prompts

  • Promoting step-by-step logical reasoning
  • Creating structured logical progressions
  • Striking a balance between detail and precision

Prompt Templates and Reusability

  • Developing frameworks for reusable prompts
  • Integrating dynamic context elements
  • Scaling prompt engineering efforts through templates

Context Window Strategies

  • Managing constraints within limited context windows
  • Employing summarization and context reduction tactics
  • Applying sliding window and memory-based methods

Multi-Stage Prompting

  • Chaining prompts to address complex objectives
  • Constructing pipelines that leverage intermediate outputs
  • Implementing iterative refinement and feedback mechanisms

Evaluation and Optimization

  • Establishing success metrics for prompt effectiveness
  • Conducting systematic A/B tests of prompt strategies
  • Pursuing continuous improvement in prompting techniques

Summary and Future Directions

Requirements

  • Foundational knowledge of large language models
  • Proficiency in Python programming
  • Familiarity with prompt-driven interactions

Target Audience

  • Prompt engineers
  • Software developers
  • Product managers exploring Ollama

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 2600 € + VAT*

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