Summary of EEM348 PRINCIPLE OF INTELLIGENT SYSTEMS

Portal ini merupakan portal eLearn@USM bagi Sidang Akademik 2022/2023,
Pensyarah/Pelajar boleh mengakses eLearn@USM Sidang 2023/2024 di pautan berikut:

https://elearning.usm.my/sidang2324

Terima Kasih
Admin Portal

__________________________________________________________________________________________

EEM348 PRINCIPLE OF INTELLIGENT SYSTEMS

Lecturer: MOHD SHAHRIMIE BIN MOHD ASAARI DR.
Lecturer: SHAHREL AZMIN BIN SUNDI @ SUANDI PROFESOR IR. TS. DR.

Skill Level: Beginner

General

Announcements

27 March - 2 April

Course Briefing

Lecture 1: Introduction to AI

Lecture 2 - Rule Based Expert System

Recorded video - Rule based expert system

3 April - 9 April

Lecture 3 - handout

lecture 4 - handout

Recorded video lecture 3 - (previous year)

Recorded Lecture 4 - (previous year)

10 April - 16 April

List of EEM348 students

Assignment 1 - Expert System with Inference Chain

Lecture 5 - Handout

Lecture 5 part 1- recorded video

Lecture 5 part 2: recorded video

17 April - 23 April

Lecture 6: Fuzzy Expert System (Fuzzy Theory)

Lecture 6: Fuzzy Logic (webex recorded video)

24 April - 30 April

Lecture 7 - Fuzzy Inference

Handout of lecture 7

Lecture 7 - Part ii

Lecture 7 - part II - webex recorded

1 May - 7 May

Lecture 8: Building a Fuzzy Expert System

Matlab Fuzzy Toolbox: Demo video

Lecture 8: recorded webex

Lecture 9: Introduction to Machine Learning

Lecture 9

8 May - 14 May

Lecture 10: Machine Learning Algorithms

15 May - 21 May

Group Assignment: Assignment 2 - Machine Learning

ANN with Matlab

29 May - 4 June

Online Lecture on May 30, 2023

19 June - 25 June

Lecture Slides for GA

26 June - 2 July

Video Lecture for GA Part #2 - 2 variable case

Video Lecture for GA Part #3 - Case Study: Maintenance Scheduling

Question and Instruction for ANN Project

Dataset A for ANN Project

Dataset B for ANN Project

ANN Report Submission

Presentation Video Submission

3 July - 9 July

Lecture Slides for ES and GP

Lecture Slides for Unsupervised Learning

10 July - 16 July

Test 1 answer schema

Coursework Marks

EEM348 PRINCIPLE OF INTELLIGENT SYSTEMS