Master Course

In this lesson, we will delve into the process of developing custom evaluation metrics to assess the effectiveness of prompts in AI language models. We will discuss how to create application-specific evaluation criteria, measure prompt quality and user satisfaction, and balance competing objectives in prompt engineering. This lesson is part of The Prompt Artisan Prompt … Read more

As you progress in your journey to becoming a world-class prompt engineer, it’s essential to understand the importance of error analysis and troubleshooting in improving the performance of your AI language models. In this lesson, we’ll cover various aspects of error analysis, including common error patterns, false positives and negatives, and strategies for addressing errors … Read more

As the world becomes more interconnected and language models like GPT-4 and ChatGPT are increasingly used across various languages and cultures, it is crucial to adapt your prompt engineering skills to address these diverse contexts. In this lesson, we will explore the key aspects of multilingual and cross-cultural prompt engineering, covering: By mastering these concepts … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 12.1. Understanding domain-specific language and jargon When working with domain-specific applications, it is crucial to understand the unique language and jargon associated with that particular field. Each domain has its terminology, which may include abbreviations, acronyms, and specialized vocabulary. … Read more

In this lesson, we’ll explore the process of custom fine-tuning GPT and ChatGPT models. Fine-tuning allows you to adapt these powerful AI language models to better suit your specific needs, resulting in improved performance on your target tasks. We’ll cover the essential steps for preparing a custom dataset, fine-tuning the models, and evaluating the results … Read more

In the ever-evolving world of artificial intelligence and language models, staying up-to-date with the latest advancements is crucial to maintaining your expertise as a prompt engineer. In this lesson, we will cover essential strategies for keeping informed about recent developments, engaging with the AI and prompt engineering community, and participating in competitions and challenges. By … Read more

As a prompt engineer working with AI language models like GPT and ChatGPT, it is essential to consider the ethical implications of your work. In this lesson, we will discuss key ethical considerations in prompt engineering, including addressing biases and fairness, ensuring privacy and data protection, and maintaining transparency and accountability. By integrating ethical principles … Read more

In this lesson, we’ll explore various real-world applications of prompt engineering applied to ChatGPT and GPT-4, discussing how you can apply your skills to make an impact in different fields. We’ll examine customer support and FAQ generation, content creation and editing, data analysis and summarization, and tutoring and personalized learning. This lesson is part of … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 7.1. Analyzing Model Outputs Effective prompt engineering involves analyzing the outputs generated by AI language models. By scrutinizing model outputs, you can identify areas where the AI’s performance can be improved. Start by observing the model’s responses to a … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 6.1. Designing Prompt Evaluation Metrics To evaluate and test prompts effectively, it is essential to establish clear and relevant metrics. These metrics serve as a benchmark for measuring the success and performance of your prompts in AI language models … Read more

In this chapter we dive deeper into advanced prompting techniques, providing more insights, tips, and practical examples to help you excel in prompt engineering. This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 5.1. Conversational Context Manipulation Mastering conversational context manipulation is crucial when working with ChatGPT, which … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 4.1. Explicitness in Instructions Being explicit in your instructions is a crucial aspect of prompt engineering. AI language models, such as GPT-4 and ChatGPT, are sensitive to input phrasing and can provide better results when given clear, unambiguous instructions. … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 3.1. Prompt Selection and Design The art of prompt engineering begins with selecting and designing the right prompt for a given task. A well-crafted prompt can make all the difference in eliciting accurate, relevant, and coherent responses from AI … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 2.1. GPT Architecture and Tokenization The Generative Pre-trained Transformer (GPT) is built on the powerful Transformer architecture, which has revolutionized natural language processing (NLP) since its introduction. The Transformer architecture relies on self-attention mechanisms and layer-by-layer processing, enabling the … Read more

This lesson is part of The Prompt Artisan Prompt Engineering in ChatGPT: A Comprehensive Master Course. 1.1. Definition of Prompt Engineering Prompt engineering is the practice of designing effective inputs, or prompts, to elicit desired outputs from AI language models such as GPT and ChatGPT. The goal of prompt engineering is to enhance the performance, … Read more