Advanced Certificate in Applied Artificial Intelligence (AI) Programming Module 8: LangChain Programming (Synchronous E-Learning)
Training Provider: SINGAPORE MANAGEMENT UNIVERSITY
Course Reference: TGS-2024049976
S$600
Original: S$2,000
Save S$1,400
About This Course
LangChain is a framework designed to simplify the creation of applications using Large Language Models. It “chains” together various components to create compelling artificial intelligence (AI) applications that can query vast amounts of up-to-date data. Using LangChain, developers can streamline the process of working with the various components when creating advanced AI applications.
What You'll Learn
At the end of the 2-day module, participants will be able to:
• Understand how to use the LangChain framework
• Use the various components in Langchain to create compelling artificial intelligence (AI) applications
• Prototype LangChain applications using LangFLow
• Prototype LangChain applications using Flowise
• Download the applications created using LangFlow and Flowise and use it programmatically using Python
• Connect to private and proprietary data using LlamaIndex
• Understand how to use the LangChain framework
• Use the various components in Langchain to create compelling artificial intelligence (AI) applications
• Prototype LangChain applications using LangFLow
• Prototype LangChain applications using Flowise
• Download the applications created using LangFlow and Flowise and use it programmatically using Python
• Connect to private and proprietary data using LlamaIndex
Entry Requirements
• Basic programming experience using Python
• Knowledge of NumPy and Pandas (covered in Module 2)
• Recommended to have knowledge of Machine Learning (covered in Module 3)
• Recommended to have knowledge of Deep Learning (covered in Module 4)
• Recommended to have knowledge of AI applications development (covered in Module 5)
Course Details
Back to All Courses
Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
More Courses from SINGAPORE MANAGEMENT UNIVERSITY
In today’s rapidly evolving technological landscape, the emphasis on digital transformation is mor...
This certificate programme is designed for non-technical professionals who want to develop data visu...
This programme covers the operational aspects of data protection and information security. It seeks ...