Fine-tuning Language Models for Business Tasks

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.

1. 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.
2. Comprehend LLM Fundamentals:

   Understand the basics of LLMs and the significance of fine-tuning. (Knowledge)

3. Analyze Business Applications:

   Evaluate how LLM fine-tuning is applied in different business scenarios. (Analysis)

4. Develop Fine-Tuning Strategies:

   Create strategies for fine-tuning LLMs to meet specific business needs. (Application)

5. 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.

Subjects