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CodeSignal

Understanding LLMs and Basic Prompting Techniques

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Overview

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This foundational course introduces learners to the world of Large Language Models (LLMs) and the fundamentals of prompt design. Aimed at demystifying how LLMs, such as GPT-3.5, GPT-4, LLaMA, Claude 2, generate text and interact with users, this course offers a solid starting point for anyone looking to harness the power of advanced AI in crafting prompts that produce precise outputs.

Syllabus

  • Lesson 1: LLMs are next word prediction machines
  • Lesson 2: Mastering Consistent Formatting and Organization for Effective Prompting
  • Lesson 3: Crafting Effective Examples for LLM Prompting
  • Lesson 4: Context Limits and Their Impact on Prompt Engineering
  • Lesson 5: Mastering the Art of Style in AI Prompting

Reviews

5.0 rating, based on 4 Class Central reviews

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  • Crissy
    Everything was simple and easy to follow/understand. The lessons were very interesting. I feel like I have a much better understanding of how to interact with LLMs. And finally, I really liked Cosmo.
  • Anonymous
    Knowing how to write prompts is an essential skill these days. Lots of good tips in this course that's made me confident using ChatGPT and is saving me a lot of time. Really recommend it if you want to get ahead in this AI era
  • Anonymous
    I'm new to ChatGPT but this gave me lots of useful tips on how to use it for my work. I learned way quicker because the content is straight-forward and clear and always comes with some exercises to practice
  • Anonymous
    The only course I've found out there that lets you learn how to be a prompt engineer through hands-on practice! Love it!
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