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Large Language Models in Production (Synchronous e-Learning)

Name: Large Language Models in Production (Synchronous e-Learning)
Price: 1050.00 SGD

Training Provider: NATIONAL UNIVERSITY OF SINGAPORE

Course Reference: TGS-2025057514

S$1,050

Original: S$2,100

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About This Course

At the end of the course, participants will be able to:

• Customize LLMs to cater to specific business goals and industrial contexts.

• Understand production considerations for deploying LLMs-based services.

• Utilize advance techniques in orchestrating and evaluating LLMs

• Understand the capabilities, ethics, and governance aspects of using LLMs in various scenarios.

What You'll Learn

This course dives into the nuances of deploying and orchestrating multiple Large Language Models (LLM) in production using a RAG (Retrieval Augmented Generation) framework via Langchain. Participants will learn about advanced design patterns, LLM architectures, and the broader LLM ecosystem. The course also delves into the risks, ethics, and pitfalls of LLM utilization. Through hands-on sessions, discussions, and comprehensive assessments, the course concludes with a collaborative project, offering insights into the Artificial Intelligence (AI) transformation.

This course targets professionals, business analysts, and forward-thinking executives keen on applying LLMs to specific business contexts, and seamlessly orchestrating multiple LLMs for AI in various business-specific applications. Ideal for those looking to stay at the forefront of AI-driven business solutions.