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Course Date:
02 Oct 2024 to 03 Oct 2024
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Registration Period:
05 Aug 2024 to 08 Sep 2024
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Duration/Frequency:
2 Oct & 3 Oct 2024. 9am to 6pm.
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Mode of Training:
Classroom
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Venue:
Singapore Polytechnic
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Funding:
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This is a practical, hands-on course designed to equip professionals with the skills to leverage on no-code platforms to build large language models (LLM) powered chatbots. The no-code approach makes it accessible for all, focusing on real-world applications. Participants will gain insights on utilising their own data surrounding LLMs, ultimately enhancing operations, analysis and customer experiences. Ideal for roles like Data Analysts, Product Managers, and Information Technology (IT) Consultants, this course offers essential skills for the evolving digital landscape.
Participants will be equipped with the skills and Generative Artificial Intelligence (AI) techniques needed to effectively use available no-code technology platform, in a ‘no-code’ environment. Participants will come up with an end-to-end solution and build their own large language models (LLM) powered chatbot. This hands-on approach allows participants to leverage on their own domain-specific knowledge and harness the power of LLM to interact with their own enterprise data in a customised manner, thereby providing a unique, practical experience and a comprehensive understanding of how to build and deploy search and conversational applications quickly.
By the end of the course, participants will be able to:
Identify key concepts related to Generative Artificial Intelligence (AI) and Large Language Models (LLMs)
Demonstrate an understanding of the process involved in creating an end-to-end solution chatbot/ application powered by LLMs
Apply Generative AI techniques in a 'no-code' environment.
Create personalised chatbot/ application that can perform custom search on external/ enterprise datasets to address unique business needs
Topics to be covered:
- Introduction to Large Language Models (LLM)
- Basics of Prompting, Retrieval and Search
- Data Types, Storage & Processing
- Guided Personalised Chatbot Application Creation
- Chatbot Development with Enterprise Datastore