Behind the Secrets of Large Language Models
This course provides an in-depth understanding of large language models (LLMs) that power modern natural language processing (NLP) systems. Students will explore the architecture, training methodologies, capabilities, and ethical implications of LLMs. The course combines theoretical knowledge with hands-on experience to equip students with the skills necessary to develop, analyze, and apply LLMs in various contexts.
This course provides an in-depth understanding of large language models (LLMs) that power modern natural language processing (NLP) systems. Students will explore the architecture, training methodologies, capabilities, and ethical implications of LLMs. The course combines theoretical knowledge with hands-on experience to equip students with the skills necessary to develop, analyze, and apply LLMs in various contexts.