Mathematical_Modelling_12017811

12017811 MATHEMATICAL MODELING OF PRODUCTION SYSTEMS ENGINEERING                                                                                                   3(3-0-6)

PREREQUISITE : NONE

Required Textbook:

1. Introduction to Process Control Analysis, Mathematical Modeling, Control and Optimization by Skormin, Victor A.
2. Production Systems Engineering by Jingshan Li, Semyon M. Meerkov

Reading&Learning Assignment:

1. Machine Learning | Coursera by Andrew Ng
2. AI.Berkele
3. Octave Tutorial

Topics	Reading
1. Introduction to Mathematical Model	Lecture 1
2. Linear Regression (Supervised Learning)	Lecture 2
3. Multi-variable Linear Regression	Lecture 3, Project1
4. Logistic regression	Lecture 4