Explainable Artificial Intelligence Fundamentals

Date: 21 Apr, 24 Apr 2023 | 9am-5.30pm | Classroom Learning

Duration: 2 Days

Course Overview

Algorithms in Artificial Intelligence (AI) can be categorized into two types: white-box and black-box algorithms. White-box models generate results that are easily comprehended by domain experts. Conversely, black-box models are challenging to explain and comprehend, even by domain experts. EXAI algorithms embody the principles of transparency, interpretability, and explainability. The role of AI in our lives and businesses will become increasingly important, making it essential that AI systems have outcomes and decisions that are explainable and understandable.

This module is part of Professional Certificate in Artificial Intelligence for Business.

Course Objectives

After completing this short course, the participants will be able to:

  • Articulate EXAI and its applications
  • Realize the importance and applications of EXAI
  • Define different types of explainability
  • Recognize when explainability is necessary

Who Should Attend

AI practitioner, ICT Engineers, Business Managers


  • Basic AI and Machine Learning knowledge

Course Convener

(Click their photos to view their short biographies)

ddddd Amirhassan Monajemi

Dr Amirhassan MonajemiDr Amirhassan Monajemi

eeeee Raju Chellam

Mr Raju ChellamMr Raju Chellam

Course Fees

Singapore Citizens
39 years old or younger
40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes

Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.

To enquire, email soc-ace@nus.edu.sg

To register, click Register

Course Code:
TGS-2022012746 (Classroom Learning)
TGS- 2022012347 (Synchronous e-learning)

For members of public and NUS Alumnus (without R&G Voucher), please follow the steps below:

Select Short Course / Modular Course -> Apply for Myself -> Browse Academic Modules / Short Courses-> Module/Course Category -> Short Courses -> Browse Courses-> Strategic Tech Mgt Institute (Faculty/Department / Unit)

Please download the user guide for NUS Online Application Portal after you click ‘Apply for Myself’ if you need assistance.

Course Fee Breakdown


Singapore Citizens

Singapore Citizens

39 years old or younger

Singapore Citizen

40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

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