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Advanced Prompt Engineering

Advanced Prompt Engineering

author
Generated by
ProCodebase AI
Date created
28/09/2024

This course is designed to provide in-depth knowledge and practical skills for professionals and researchers working with large language models. The outline begins with the evolution of prompt engineering and builds up to advanced techniques like chain-of-thought prompting, retrieval-augmented generation, and multimodal prompting. It also covers important aspects such as ethical considerations, domain-specific applications, and future trends.

What you will learn

  • The Evolution of Prompt Engineering
  • Understanding Model Behaviors
  • Unlocking the Power of Chain-of-Thought Prompting
  • Unlocking the Power of Few-Shot and Zero-Shot Prompting in AI
  • Mastering Prompt Chaining and Decomposition
  • Unlocking the Power of Retrieval-Augmented Generation (RAG)
  • Unleashing the Power of Multimodal Prompting
  • Unmasking the Dark Side of AI
  • Mastering Prompt Optimization and A/B Testing for AI-Powered Applications
  • Navigating the Ethical Maze
  • Mastering Prompt Versioning and Management
  • Mastering Domain-Specific Prompt Engineering
  • Mastering Prompts for Effective Code Generation
  • Mastering Prompt-Based Fine-Tuning
  • Navigating the Future