Generative AI with Large Language Models is an intermediate level course that equips learners with foundational knowledge and practical skills in the field of generative artificial intelligence. The course is taught in English by expert instructors from AWS AI, Antje Barth, Chris Fregly, and Shelbee Eigenbrode.
What You’ll Learn
- Gain foundational knowledge, practical skills, and a functional understanding of how generative AI works
- Dive into the latest research on Gen AI to understand how companies are creating value with cutting-edge technology
- Instruction from expert AWS AI practitioners who actively build and deploy AI in business use-cases today
Skills You’ll Gain
- Python Programming
- Machine Learning
- Large Language Models
- LLMs
- Generative AI
Generative AI with Large Language Models is an intermediate-level course designed to provide learners with a comprehensive understanding of how generative AI works and how to deploy it in real-world applications. Throughout the course, you will gain insight into the latest research on Generative AI and learn how companies are leveraging cutting-edge technology to create value. The course is structured to cover key topics such as the transformer architecture that powers Large Language Models (LLMs), fine-tuning techniques, and performance optimization strategies.
- Deeply understand generative AI and the lifecycle of LLM-based models
- Describe the transformer architecture and fine-tuning process
- Optimize the model’s performance using empirical scaling laws
- Apply state-of-the-art training, tuning, and deployment methods
- Discuss challenges and opportunities in generative AI for businesses
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