Natural Language Processing and Generative Artificial Intelligence
Training Provider: SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN
Course Reference: TGS-2025054900
S$900
Original: S$3,000
Save S$2,100
About This Course
This three-day module provides participants with a comprehensive introduction to the fundamentals of Natural Language Processing (NLP) and Generative Artificial Intelligence, focusing on large language models and their latest advancements. Participants will learn how these AI (Artificial Intelligence) technologies process and generate human language, and explore their practical applications in solving real-world challenges.
By the end of the module, participants will have gained valuable knowledge and hands-on skills, enabling them to better understand and interact with AI-driven innovations.
What You'll Learn
• Understand key concepts in Natural Language Processing (NLP) and Generative Artificial Intelligence, including tokenization, embeddings, and large language models (LLMs).
• Build and deploy simple Artificial Intelligence (AI) models using tools
• Explore and apply low-code/no-code tools for designing conversational workflows and NLP pipelines.
• Learn the fundamentals of Retrieval-Augmented Generation (RAG) and integrate LLMs with external knowledge sources for enhanced AI applications.
• Develop and deploy a hands-on AI project, applying skills from the module to create and showcase a Generative AI solution.
• Build and deploy simple Artificial Intelligence (AI) models using tools
• Explore and apply low-code/no-code tools for designing conversational workflows and NLP pipelines.
• Learn the fundamentals of Retrieval-Augmented Generation (RAG) and integrate LLMs with external knowledge sources for enhanced AI applications.
• Develop and deploy a hands-on AI project, applying skills from the module to create and showcase a Generative AI solution.
Entry Requirements
Participants should be conversant with basic Information Technology (IT) skills such as software installation, file management and web navigation.
Course Details
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