Explainable Artificial Intelligence Fundamentals

Date: 8 Mar, 9 Mar 2023 | 9am-5.30pm | Online

Duration: 2 Days

Course Overview

Explainable Artificial Intelligence (XAI or EXAI) is a term refers to studies which try to demystify AI functions. The algorithms used in Artificial Intelligence (AI) can be categorized into white-box and black-box algorithms. White-box models provide results that are understandable for experts in the domain. Black-box models, on the other hand, are extremely hard to explain and can hardly be understood even by domain experts. XAI algorithms are considered to follow the three principles: – transparency, interpretability, and explainability. AI is going to play an essential role in our lives and businesses. Hence, AI systems with their outcomes and decisions explainable and understandable will be getting more essential as well.

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 practicioner, ICT Engineers, Business Managers

Prerequisites

  • Basic AI and Machine Learning knowledge
  • Basic Python language skill

Course Convener

(Click their photos to view their short biographies)

ddddd Amirhassan Monajemi

Dr Amirhassan MonajemiDr Amirhassan Monajemi

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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