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EPE401 ARTIFICIAL INTELLIGENCE IN MANUFACTURING
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Lecture 1 Introduction to AI
Mobile application with Artificial Intelligence technology
29 March - 4 April
Lecture 2 Artificial Neural Network
Assignment 2
Recorded Lecture 2
5 April - 11 April
Lab tutorial (Neural network)
Lecture 2 Deep Learning
Recorded Lab tutorial Part I Neural Network
Recorded Lab tutorial Part II Deep Learning
Deep Learning assignment
12 April - 18 April
Lecture Note: Genetic Algorithm
Recording of EPE401 Week 4
Genetic algorithm assignment
19 April - 25 April
GA solver tutorial
GA Optimtool (for Matlab pre 2020b)
Additional note on encoding and constraint handling
Traveling sales man problem (hardcoding)
Recording of EPE401 Week 5
26 April - 2 May
KDD&DM
Recorded Lecture 27Apr
3 May - 9 May
Lecture notes 2A
Hands on WEKA
Data Preparation-Hands On
Recorded lecture 4May
17 May - 23 May
Data Classification/Clustering
Visualize Data Distribution
Recorded lecture 18May
24 May - 30 May
Lecture note 1
Lecture note 2
Practical practice
Practical Tasks
Quiz 1
31 May - 6 June
Recorded lecture 1/6
7 June - 13 June
Group Assignment (Part B)
Sample1
Sample 2
Test 1 (KDD, DM, WEKA)
12 July - 18 July
Integrity Declaration form
Specific instruction for EPE401
EPE 401 Final Examination 2020/21
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EPE401 ARTIFICIAL INTELLIGENCE IN MANUFACTURING
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ENGINEERING
SCHOOL OF MECHANICAL ENGINEERING
Semester II
EPE401 ARTIFICIAL INTELLIGENCE IN MANUFACTURING
Summary
EPE401 ARTIFICIAL INTELLIGENCE IN MANUFACTURING
Lecturer:
PROFESOR MADYA DR. LOH WEI PING
Lecturer:
PROFESOR MADYA IR. DR. CHIN JENG FENG
Skill Level
:
Beginner