Prompt engineering

Few-shot, chain-of-thought, structured outputs, and evaluation.

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  • Video60 min

    Andrew Ng - ChatGPT prompt engineering for developers

    Iterative prompting, summarization, and structured outputs.

    Open resource
  • Docs25 min

    Anthropic - Prompt engineering overview

    Patterns for clarity, XML tags, and long-context use.

    Open resource
  • Docs30 min

    OpenAI - Prompt engineering guide

    Official strategies for reliability and formatting.

    Open resource
  • Article35 min

    Lilian Weng - Prompt engineering

    Survey of few-shot, CoT, and self-consistency patterns.

    Open resource
  • Article20 min

    Jason Wei - Chain-of-thought prompting

    Paper behind step-by-step reasoning prompts.

    Open resource
  • Docs18 min

    Google - Gemini prompting strategies

    Role, constraints, and multimodal prompt tips.

    Open resource
  • Article40 min

    PromptingGuide.ai - Techniques directory

    Curated catalog of patterns from zero-shot to ReAct-style prompts.

    Open resource
  • Video50 min

    DeepLearning.AI - ChatGPT prompt engineering short course

    Hands-on prompting patterns with a focus on reliability and iteration.

    Open resource
  • Docs22 min

    Microsoft - Prompt base patterns for Azure OpenAI

    Enterprise-oriented patterns for chat and completion APIs.

    Open resource
  • Article30 min

    Eugene Yan - Patterns for building LLM systems

    Production lessons on eval loops and prompt iteration.

    Open resource

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