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Applied Artificial Intelligence

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Solve diverse business problems with this leading AI course in Singapore that uncovers AI sub-domains: logic and search.

Date

15 Dec, 16 Dec 2021 (9am-5.30pm) (Online)

Duration

2 Days

Overview

One of today’s most important technologies that impacts every business from education to healthcare to finance to management is Artificial Intelligence (AI). AI can also help to boost one’s job and career prospects, as one will be able to apply it for problem-solve and enhance productivity.

Course Objectives

This course aims to equip participants with the knowledge and skills to use AI techniques to solve real-world problems. It focuses on two important AI subdomains, logic and search.

Logic helps us to develop rules-based expert systems and in this course, we will focus on Fuzzy Logic and train participants on how to design and implement fuzzy rules-based expert systems.

Search helps us to solve complicated optimisation problems and in this course, we will focus on evolutionary algorithms, which are one of the most advanced and capable optimisation algorithms. Participants will be taught how to design and develop evolutionary algorithms to solve optimisation problems.

Learning Outcomes

At the end of this course, participants will be able to:
• Extract logic rules for different problems
• Design and implement basic rules-based fuzzy expert systems
• Design and implement basic evolutionary algorithms
• Solve typical optimisation problems using evolutionary algorithms

Topics

    • Getting familiar with the course
    • A brief review of AI
    • AI’s Applications
    • Logic
      • Logic and Decision Making
      • Different models of logic
    • Expert Systems
      • Designing a fuzzy expert system (FES)
      • Implementing a FES
    • Search
      • Search to solve a problem
      • Classification and recognition via search
      • Local search and optimisation
      • Evolutionary algorithms introduction
    • Evolutionary Algorithms (EA)
      • Genetic Algorithms (GA)
      • GA concepts
      • GA applications and use cases
    • Optimisation using EA
      • Designing a GA for optimisation
      • Implementing a GA for optimisation

Who Should Attend

IT Technicians, Business and Market Analysts

Prerequisites

Basic AI knowledge and basic programming skills

Course Fees

Singapore Citizens Singapore PRs Enhanced Training Support for SMEs International Participants
39 years old or younger 40 years old or older
Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes S$609.90 S$229.90 S$609.90 S$229.90 S$2,033.00

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

To register, click Register

Course Code: TGS-2020504369

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.

Instructor

(Click his name to view his short biography)

Dr Amirhassan Monajemi

*Course Fee breakdown

Singapore Citizens Singapore PRs Enhanced Training Support for SMEs International Participants
39 years old or younger 40 years old or older
Full Programme Fee S$1900.00 S$1900.00 S$1900.00 S$1900.00 S$1900.00
Less: SSG Grant Amount (S$1,330.00) (S$1,330.00) (S$1,330.00) (S$1,330.00)
Nett Programme Fee S$570.00 S$570.00 S$570.00 S$570.00 S$1900.00
7% GST on Nett Programme Fee S$39.90 S$39.90 S$39.90 S$39.90 S$133.00
Total Nett Programme Fee Payable, Including GST S$609.90 S$609.90 S$609.90 S$609.90 S$2,033.00
Less Additional Funding if Eligible Under Various Schemes (S$380.00) (S$380.00)
Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes S$609.90 S$229.90 S$609.90 S$229.90 S$2,033.00