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EMT302 PEMODELAN MATEMATIK DI DALAM KEJURUTERAAN (MATHEMATICAL MODELING IN ENGINEERING)
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(Fifth Edition) : Frank R. Giordano, William P. Fox, Steven B. Horton
Artificial Intelligence: A Modern Approach (Stuart J. Russell and Peter Norvig)
The Elements of Statistical Learning Data Mining, Inference, and Prediction (Trevor Hastie, Robert Tibshirani, Jerome Friedman)
Telegram group link EMT302 2024
Lattice Boltzmann Method (AA Mohamad)
25 March - 31 March
Lecture 1 (Introduction to EMT 302) - Webex Recording
Lecture 1 - Introduction to EMT302
Lecture 28 March 2024 (will commence online)
Lecture 2 - Introduction to Types of Mathematical Modelling
Lecture 2 - Introduction to Types of Mathematical Modelling (Webex Recording)
1 April - 7 April
Lecture 3 - Solution to Dynamics System and Systems of Difference Equations
Lecture 3 - Webex recorded video
Lecture 4 - The Modelling Process
Lecture 4 - The Modelling Process (Recorded Video)
8 April - 14 April
Lecture 5 - Model Fitting
Lecture 5 - Model Fitting (Recorded Video)
Lecture 5.2 - Webex Recorded Video
Lecture 6 - Experimental Modelling Part1
Lecture 6 - Experimental Modelling Part2
Lecture 6 - Webex Recorded
15 April - 21 April
Lecture 7 - Optimization of Discrete Model
Lecture 7 - Optimization of Discrete Model (Recorded)
Lecture 8 - Discrete Probabilistic
Lecture 8 - Discrete Probabilistic (Recorded Video)
Microsoft Azure Classic Portal
22 April - 28 April
Lecture - Introduction to Machine Learning
Lecture 9 - Webex Recorded
Introduction to Dataset, Linear Prediction and KNN
Handwritten Notes Lecture (Intro to Dataset, LP and KNN)
Lecture 10 - Webex Recorded
29 April - 5 May
ML Programming Lab
Upload the report here
Input data in .csv format
Write your name and your partner's here
Lecture Note 11 - Perceptron
Lecture 11 - Webex Recorded
Tutorial Questions and Answers
Lecture 12 - Introduction to Decision Tree
Lecture 12 - Introduction to Decision Tree (Webex)
Lecture 13- Introduction to Bagging, Random Forest and Booting (Recorded Video)
Lecture 13- Introduction to Bagging, Random Forest, Boosting
Lecture 14 - Introduction to Naive Bayes (Webex)
Lecture 14 - Introduction to Naive Bayes
Frequency Table Naive Bayes
20 May - 26 May
ML Project Assignment
Write your group names here
Upload the combined csv file here
27 May - 2 June
Lecture 15 - Introduction to Particle Method
Lecture 15 - Introduction to Particle Method (Recorded)
3 June - 9 June
Lecture 16: Introduction to LBM formulation (P1)
Lecture 17: Introduction to Lattice Gas Automata
10 June - 16 June
Lecture 18: LBM Transport Equation 1
Lecture 19: LBM Transport Equation 2
17 June - 23 June
Lecture ML: Introduction to Principal Component Analysis
Lecture ML: Introduction to Principal Component Analysis (Recorded Video)
Matlab Assignment: LBM Simulation
24 June - 30 June
Introduction SPH (Lecture Notes)
Introduction to SPH Formulation (Recorded)
Construction of SPH Smoothing Function (Lecture Notes)
Construction of Smoothing Function (Handwritten Note)
Construction of Smoothing Function (Recorded)
1 July - 7 July
Test 2
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ENGINEERING
SCHOOL OF MECHANICAL ENGINEERING
Summary
Course info
EMT302 PEMODELAN MATEMATIK DI DALAM KEJURUTERAAN (MATHEMATICAL MODELING IN ENGINEERING)
Lecturer:
DR. ING. MUHAMMAD RAZI BIN ABDUL RAHMAN
Lecturer:
PROFESOR MADYA DR. MOHAMAD AIZAT BIN ABAS
Skill Level
:
Beginner