Lectures

The lectures of the course will be available according to the session and scheduling.

Syllabus
Course Syllabus
[PDF]
Outlines
Course Outlines
[PDF] [Video1]
Reminder of Probability
Lecture01
[PDF] [Video1] [Video2]
Reminder of Random Variables I
Lecture02
[PDF] [Jupyter Notebook] [Video1] [Video2]
Reminder of Random Variables II
Lecture02
[PDF1, PDF2] [Jupyter Notebook] [Video1] [Video2] [Video3]
Function of Random Variables-Derived Distributions
Lecture03
[PDF] [Video1]
Laplace and Z Transforms
Lecture04-05
[PDF] [Video1] [Video2] [Video3]
Discrete Random Variables
Lecture08-09
[All PDFs] [Jupyter Notebook] [Video1] [Video2] [Video3]
Continious Random Variables
Lecture10
[PDF] [Video1]
Random Vectors - Normal
Lecture11
[All PDFs] [Video1] [Video2] [Video3] [Video4]
Stochastic Process
Lecture12-13
[PDF1, PDF2] [Video1] [Video2]
Simulation
Lecture15
[PDF1, PDF2, PDF3] [Video1] [Video2] [Video3]
DTMC
Lecture16
[All PDFs] [Video1] [Video2] [Video3] [Video4] [Video5] [Video6] [Video7] [Video8] [Video9]
CTMC
Lecture17
[PDF] [Jupyter Notebook] [Video1] [Video2]
System Analysis
Lecture18
[PDF] [Jupyter Notebook] [Video1] [Video2] [Video3]
Little's Law
Lecture19
[PDF1, PDF2] [Video1] [Video2]
Queueing Systems
Lecture20
[PDF] [Jupyter Notebook] [Video1]
Birth-Death Process
Lecture21
[PDF] [Video1]
Waiting Systems Poisson arrival/Exp. Service time
Lecture22
[PDF] [Video1]
M/G/1 Queue
Lecture23
[PDF] [Video1]