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