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DataCamp

Intermediate ChatGPT

via DataCamp

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Overview

Learn the architecture behind GPT models and master advanced prompt crafting to unlock ChatGPT's full potential.

Elevate your ChatGPT expertise with 'Intermediate ChatGPT.' Designed for learners with a basic familiarity with ChatGPT and AI, this course simplifies complex concepts into understandable insights. It's perfect for those looking to deepen their knowledge without the technical minutiae. From exploring the architecture behind GPT models to mastering advanced prompt crafting and beyond, this course bridges the gap between introductory skills and advanced application, empowering you to unlock the full potential of ChatGPT for creative exploration.

Syllabus

  • Understanding GPT Model Architecture
    • Explore the fundamentals of ChatGPT’s architecture, focusing on transformers, tokenization, and self-attention mechanisms. Learners will understand the evolution from GPT-1 to GPT-4, covering core components and training methods like pre-training, fine-tuning, and reinforcement learning from human feedback (RLHF), highlighting the advancements that revolutionized Natural Language Processing (NLP).
  • Advanced prompt crafting
    • Elevate your prompt crafting skills, focusing on advanced techniques for precision and creativity. Learners will practice negotiation scenarios using XML tags for clarity, enhancing their negotiation skills for seeking a raise. They will also explore methods for generating startup ideas with few-shot prompting and thinking tags. By the end, learners will craft high-quality, effective prompts for diverse applications.
  • Advanced Functions of ChatGPT
    • Explore the advanced functions of ChatGPT, starting with custom instructions to personalize interactions. Learners will explore the enhanced flexibility of building and deploying Custom GPTs for tailored solutions across various use cases. Finally, the chapter examines the future trajectory of ChatGPT, including potential advancements and ethical considerations in AI development as we progress towards artificial general intelligence (AGI).

Taught by

Alex Banks

Reviews

4.4 rating at DataCamp based on 14 ratings

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