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    Prompt Engineering for Everyone

    A course by
    Data Science Dojo
    February, 2025 80 lessons English

    Prompt Engineering for Everyone is designed to provide you with a comprehensive understanding of how to effectively interact with large language models (LLMs) by crafting well-structured prompts. Through an exploration of key concepts such as transformer architecture, attention mechanism, and prompt modifiers, this course equips learners with hands-on skills for improving LLM outputs across a variety of applications like text summarization, information extraction, and code generation. You will also explore advanced techniques such as chain-of-thought prompting, self-consistency, and contrastive CoT, ensuring you can optimize LLM performance in practical settings. By the end of the course, you’ll be well-prepared to use LLMs in diverse business, creative, and technical contexts.

    What you'll learn

    • Understand the basics of LLMs and prompt engineering.
    • Explore LLM parameters and prompt structure for better results.
    • Use prompt modifiers for different formats, tones, and styles.
    • Learn zero-shot, one-shot, and few-shot prompting techniques.
    • Perform hands-on tasks like summarization, classification, and chatbots.
    • Master advanced techniques like Chain-of-Thought and ExpertPrompt.
    • Address risks and challenges of LLMs in enterprise environments.
    • Practice prompt tuning and manage interpretability risks.

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