Course10810318585 lectures
Probability and Random Processes (प्रायिकता एवं यादृच्छिक प्रक्रियाएँ)
Prof Rohit Sinha Prof. Ribhu · IIT Guwahati
Lectures
week-01
- Lec 1: Introduction
- Lec 2: Algebra of Events
- Lec 3: Axioms of Probability
- Lec 4: Example 1
- Lec 5: Example 2
- Lec 6: Example 3
- Lec 7: Example 4
- Lec 8: Example 5
week-02
- Lec 9: Conditional Probability
- Lec 10: Bayes Theorem 1
- Lec 11: Bayes Theorem 2
- Lec 12: A Brief Review
- Lec 13: Example 1
- Lec 14: Example 2
- Lec 15: Example 3
- Lec 16: Example 4
- Lec 17: Example 5
week-03
- Lec 18: Independent Events
- Lec 19: A Brief Review
- Lec 20: Example 1
- Lec 21: Example 2
- Lec 22: Example 3
- Lec 23: Example 4
- Lec 24: Discrete Random Variables
week-04
- Lec 25: Expectation
- Lec 26: Moments
- Lec 27: Variance
- Lec 28: Binomial Random Variables
- Lec 29: Poisson Random Variables
week-05
- Lec 30: More on Poission Random Variables
- Lec 31: Properties of the CDF
- Lec 32: A Brief Review I
- Lec 33: A Brief Review II
- Lec 34: Example 1
- Lec 35: Example 2
- Lec 36: Example 3
- Lec 37: Example 4
- Lec 38: Example 5
- Lec 39: Example 6
week-06
- Lec 40: Example 7
- Lec 41: Example 8
- Lec 42: Example 9
- Lec 43: Continuous Random Variables
- Lec 44: Expectation of Continuous random variables
- Lec 45: The uniform and the Gaussian Random variables
- Lec 46: The mean and variance of a Gaussian Random Variable
- Lec 47: The exponential random variable and other continuous distributions
- Lec 48: A Brief Review
week-07
- Lec 49: Example 1
- Lec 50: Example 2
- Lec 51: Example 3
- Lec 52: Example 4
- Lec 53: Example 5
- Lec 54: Functions of a random varible
- Lec 55: Functions of a random varible
- Lec 56: The moment generating function
- Lec 57: Conditional Distributions
- Lec 58: Bivariate Distributions
week-08
- Lec 59: Independence of Random Varibles
- Lec 60: Jointly Gaussian Random Varibales and Circular symmetry
- Lec 61: Jointly Discrete Random Variables
- Lec 62: One Function of two random variables
- Lec 63: Order Statistics
- Lec 64: Two functions of two random variables
- Lec 65: Joint Moments
week-09
- Lec 66: Joint Charactristic Functions
- Lec 67: Conditional Distributions for multiple random variables
- Lec 68: Conditional Expectations
- Lec 69: Examples
- Lec 70: Random Vectors
- Lec 71: Independence of Random Varibles
- Lec 72: Complex Random Varibales
- Lec 73: Covariance Matrices
- Lec 74: Conditional Densities
- Lec 75: Gaussianity
week-10
week-11
- Lec 79: Measurements
- Lec 80: Sequences of Random Variables
- Lec 81: Laws of large numbers
- Lec 82: Random processes
- Lec 83: Stationarity, Cyclostationarity, Ergodicity
week-12
Syllabus and materials
At NPTEL, as the course publishes them.
Credits and licence
- Institution
- IIT Guwahati
- Department
- Electrical Engineering
- Teacher
- Prof Rohit Sinha Prof. Ribhu
- Level
- Undergraduate
- Language
- English
- Subjects
- Engineering
- Source
- NPTEL
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed
More like this
NPTEL103103145
Course
Mass Transfer Operations - I
41 lectures · Source's player
NPTEL103103152
Course
Chemical Process Intensification
35 lectures · Source's player
NPTEL103103155
Course
Mechanical Unit Operations
37 lectures · Source's player
NPTEL103103209
Course
Aspen Plus® Simulation Software - A Basic Course For Beginners
35 lectures · Source's player
NPTEL103103220
Course
Organic Chemical Technology
35 lectures · Source's player
NPTEL103103221
Course
Solid-Fluid Operations
36 lectures · Source's player
NPTEL103103675
Course
Aspen Plus® Simulation Software - An Advanced Course for Learners
62 lectures · Source's player
NPTEL103103031
Course
Heat Transfer
40 lectures · Video
NPTEL103103034
Course
Mass Transfer Operations I
39 lectures · Video
NPTEL103103039
Course
Process Design Decisions and Project Economics
46 lectures · Video
NPTEL103103146
Course
Transport Phenomena of Non-Newtonian Fluids
41 lectures · Video
NPTEL103103147
Course
Fluid Flow Operations
36 lectures · Video