Intermediate ChatGPT

Via DataCamp

DataCamp based on 959 ratings

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Overview

Intermediate Chat GPT is designed for users who have a basic understanding of Chat GPT and want to deepen their skills in using this powerful AI tool effectively. This course bridges the gap between beginner use and advanced applications by focusing on techniques that improve prompt engineering, context management, and customization for various tasks. Learners will explore how to craft more nuanced and detailed prompts to obtain precise, relevant, and creative responses. The course delves into managing multi-turn conversations, handling...

Syllabus

Understanding GPT Model Architecture

Explore the fundamentals of ChatGPTs 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).