Advanced Certificate in Applied Artificial Intelligence (AI) Programming Module 8: LangChain Programming
- Analytics & Tech
- Artificial Intelligence
- Innovation & Business Improvement
2 Full Days (Weekdays)
Who Should Attend
- AI Developers and Engineers
- Data Scientists and Machine Learning Practitioners
- Software Developers
- AI Enthusiasts
- Entrepreneurs and Business Owners
- IT Professionals
PREREQUISITES
- 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)
Overview
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.
Learning Objectives
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
Assessment
As part of the requirement for SkillsFuture Singapore, there will be an assessment conducted at the end of the course. The mode of assessment, which is up to the trainer’s discretion, may be an online quiz, a presentation or based on classroom exercises.
Participants are required to attain a minimum of 75% attendance and pass the associated assessment in order to receive a digital Certificate of Completion issued by Singapore Management University.
Calculate Programme Fee
Fee Table
COMPANY-SPONSORED | |||
PARTICIPANT PROFILE |
SELF-SPONSORED |
SME |
NON-SME |
Singapore Citizen < 40 years old Permanent Resident LTVP+
|
$654 (After SSG Funding 70%) |
$254 (After SSG Funding 70% |
$654 (After SSG Funding 70%) |
Singapore Citizen ≥ 40 years old |
$254 (After SSG Funding 70% |
$254 (After SSG Funding 70% |
$254 (After SSG Funding 70% |
International Participant |
$2,180 (No Funding) |
$2,180 (No Funding) |
$2,180 (No Funding) |
All prices include 9% GST
Please note that the programme fees are subject to change without prior notice.
Post Secondary Education Account (PSEA)
PSEA can be utilised for subsidised programmes eligible for SkillsFuture Credit support. Click here to find out more.
Self Sponsored
SkillsFuture Credit
Singapore Citizens aged 25 and above may use their SkillsFuture Credits to pay for the course fees. The credits may be used on top of existing course fee funding.
This is only applicable to self-sponsored participants. Application to utilise SkillsFuture Credits can be submitted when making payment for the course via the SMU Academy TMS Portal, and can only be made within 60 days of course start date.
Please click here for more information on the SkillsFuture Credit. For help in submitting an SFC claim, you may wish to refer to our step-by-step guide on claiming SkillsFuture Credits (Individual).Workfare Skills Support Scheme
From 1 July 2023, the Workfare Skills Support (WSS) scheme has been enhanced. Please click here for more details.
Company Sponsored
Enhanced Training Support for SMEs (ETSS)
- Organisation must be registered or incorporated in Singapore
- Employment size of not more than 200 or with annual sales turnover of not more than $100 million
- Trainees must be hired in accordance with the Employment Act and fully sponsored by their employers for the course
- Trainees must be Singapore Citizens or Singapore Permanent Residents
- Trainees must not be a full-time national serviceman
- Trainees are eligible for ETSS funding only if their company's SME status is approved prior to the course commencement date. To verify your SME's status, please click here.
Please click here for more information on ETSS.
Absentee Payroll
Companies who sponsor their employees for the course may apply for Absentee Payroll here. For more information, please refer to:
AP Guide (Non-SME Companies)
Declaration Guide (SME Companies)
Intake Information
Course | Dates |
---|---|
INTAKE 1 | 4 - 5 Sep 2025 [Open for Registration] |
*Online registration will close 5 calendar days before the course start date