CourseTechnology
Quick Start Guide to Large Language Models (LLMs): Unit 2
By External Provider
About this course
This course explores optimization, fine-tuning, and AI alignment. You'll gain hands-on experience with OpenAI's fine-tuning APIs, learning to customize models for specific needs across various domains, from research to business applications. Discover advanced prompt engineering techniques to refine and enhance model outputs, ensuring they align with human expectations and preferences. Through detailed case studies, you'll learn to create powerful recommendation engines using customized embeddings, outperforming standard solutions. Additionally, the course addresses the financial aspects of AI, demonstrating how to achieve superior performance without excessive costs.
What you will learn
- Master fine-tuning techniques to optimize LLM performance for specific tasks.
- Develop advanced prompt engineering skills for nuanced and comprehensive outputs.
- Create customized embeddings and model architectures for superior AI solutions.
- Understand AI alignment principles to ensure models meet human expectations.