Advanced Large Language Models Approaches
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2025056451
S$1,425
Original: S$2,850
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About This Course
At the end of the course, participants will be able to:
• Understand Large Language Models (“LLMs”) and popular models like Chat Generative Pre-trained Transformer (ChatGPT)/GPT-3.5, LlaMa 2 in terms of their architecture, key functionalities, and design considerations
• Customize and fine-tune ChatGPT/GPT-4 and other LLMs for different business objectives and industrial context
• Gain insights into the functionality of an Embedding Database and integrate it into an LLM setup to provide access to business-specific data
• Understand architecture patterns for deploying LLMs-based services.
What You'll Learn
This course offers a deeper understanding of Large Language Models (LLMs) and their significance in industry transformation. The participants will engage with renowned models like Generative Pre-trained Transformer 3.5 (GPT-3.5)/Generative Pre-trained Transformer 4 (GPT-4)/Large Language Model Meta AI 2 (LlaMa 2), and discover their core applications.
They will learn to tailor these LLMs to business needs and industry context. Additionally, they will grasp the nuances of orchestrating multiple LLMs using LangChain and integrating Embedding Databases to incorporate business-specific data.
This course targets professionals, business analysts, and forward-thinking executives keen on applying LLMs-specific business contexts, and seamlessly integrating Embedding Databases for enhanced data-driven decision-making. Ideal for those looking to stay at the forefront of Artificial Intelligence (AI) -driven business solutions.
They will learn to tailor these LLMs to business needs and industry context. Additionally, they will grasp the nuances of orchestrating multiple LLMs using LangChain and integrating Embedding Databases to incorporate business-specific data.
This course targets professionals, business analysts, and forward-thinking executives keen on applying LLMs-specific business contexts, and seamlessly integrating Embedding Databases for enhanced data-driven decision-making. Ideal for those looking to stay at the forefront of Artificial Intelligence (AI) -driven business solutions.
Entry Requirements
Minimum diploma with basic ICT knowledge and basic programming knowledge
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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