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.
Fine-tuning Language Models for Business Tasks
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Beginner level
Recommended experience
3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
What you'll learn
Analyze key concepts of Large Language Models, Evolution of Language AI, and fine-tuning.
Identify and analyze how to use LLMs Fine-Tuning for business-specific tasks.
Apply LLM fine-tuning to create your own custom model.
Evaluate the future of LLMs for business use cases and stay updated with the latest trends in Language AI.
Skills you'll gain
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Assessments
1 assignment
Taught in English
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There is 1 module in this course
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.
What's included
13 videos6 readings1 assignment1 ungraded lab
Offered by
Recommended if you're interested in Leadership and Management
Fred Hutchinson Cancer Center
University of Pennsylvania
DeepLearning.AI
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