Forbes AI stats* show that 86% of consumers prefer Humans to Chatbots. This means the consistency of AI-generated responses is crucial for building trust with users and maintaining brand reputation especially when chatbot industry is likely to reach $1.34 Billion in 2024.
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June 2024
4 assignments
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There are 4 modules in this course
This course is designed to help you achieve consistent and coherent responses from OpenAI's large language models. You will learn how to fine-tune these models for specific contexts, apply post-processing techniques, implement prompt engineering strategies, and analyze temperature and sampling parameters for optimal response consistency. The course stands out by offering a comprehensive overview of these strategies and practical techniques with real-world examples, allowing you to enhance the reliability of your AI models.
What's included
1 video1 reading
In this lesson, you will analyze practical prompt engineering strategies and techniques for generating consistent and coherent responses using OpenAI's large language models.
What's included
2 videos1 reading1 assignment
In this lesson, you will leverage fine-tuning and parameter tuning techniques to adapt OpenAI's large language models to specific domains or contexts for more consistent responses.
What's included
2 videos1 reading1 assignment
In this lesson, you will apply post-processing methods to refine and enhance OpenAI's large language model-generated responses for better coherence and consistency.
What's included
3 videos1 reading2 assignments
Instructor
Offered by
Recommended if you're interested in Machine Learning
National Taiwan University
Coursera Instructor Network
New York University
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Frequently asked questions
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