Explainable Artificial Intelligence Fundamentals

Dates: To be advised 

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 course 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

Prerequisites

  • 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 Codes
TGS-2022012746 (Classroom Learning)
TGS- 2022012347 (Synchronous e-learning)

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

You may also like to view: