Overview
This course demystifies the concept of "LLM fine-tuning" and its critical applications in the business world. In the context of rapidly evolving AI technologies, understanding how to fine-tune Large Language Models (LLMs) is essential for businesses to stay competitive. The course covers foundational concepts, the background of LLMs, current uses in various industries, and a glimpse into future possibilities. Through real-life examples, learners will see how fine-tuning LLMs can lead to more efficient, personalized, and innovative business solutions.
Main Outcome and Takeaways:- Review and apply different LLMs and tools to fine-tune a model for business-specific tasks for making better use of AI in your own business growth.
- Comprehend LLM Fundamentals: Understand the basics of LLMs and the significance of fine-tuning. (Knowledge)
- Analyze Business Applications: Evaluate how LLM fine-tuning is applied in different business scenarios. (Analysis)
- Develop Fine-Tuning Strategies: Create strategies for fine-tuning LLMs to meet specific business needs. (Application)
- Forecast Future Trends: Anticipate and plan for future developments in LLM technology in business contexts. (Evaluation)
University: Provider: Coursera. Categories: Artificial Intelligence Courses, Machine Learning Courses, Data Science Courses, Innovation Courses, Fine-Tuning Courses.
Syllabus
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