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PROBABILITY AND RANDOM PROCESSES
SR.NO
Course
Type
Coordinators
Institute
1
Introduction to the Theory of Probability
Video
2
Axioms of Probability
Video
3
Axioms of Probability (Contd.)
Video
4
Introduction to Random Variables
Video
5
Probability Distributions and Density Functions
Video
6
Conditional Distribution and Density Functions
Video
7
Function of a Random Variable
Video
8
Function of a Random Variable (Contd.)
Video
9
Mean and Variance of a Random Variable
Video
10
Moments
Video
11
Characteristic Function
Video
12
Two Random Variables
Video
13
Function of Two Random Variables
Video
14
Function of Two Random Variables (Contd.)
Video
15
Correlation Covariance and Related Innver
Video
16
Vector Space of Random Variables
Video
17
Joint Moments
Video
18
Joint Characteristic Functions
Video
19
Joint Conditional Densities
Video
20
Joint Conditional Densities (Contd.)
Video
21
Sequences of Random Variables
Video
22
Sequences of Random Variables (Contd.)
Video
23
Correlation Matrices and their Properties
Video
24
Correlation Matrices and their Properties
Video
25
Conditional Densities of Random Vectors
Video
26
Characteristic Functions and Normality
Video
27
The bycheff Inquality and Estimation
Video
28
Central Limit Theorem
Video
29
Introduction to Stochastic Process
Video
30
Stationary Processes
Video
31
Cyclostationary Processes
Video
32
System with Random Process at Input
Video
33
Ergodic Processes
Video
34
Introduction to Spectral Analysis
Video
35
Spectral Analysis Contd.
Video
36
Spectrum Estimation - Non Parametric Methods
Video
37
Spectrum Estimation - Parametric Methods on - I
Video
38
Autoregressive Modeling and Linear Prediction
Video
39
Linear Mean Square Estimation - Wiener (FIR)
Video
40
Adaptive Filtering - LMS Algorithm
Video