Modules / Lectures

Sl.No | Chapter Name | MP4 Download |
---|---|---|

1 | Lecture 1 | Download |

2 | Random experiment, sample space, axioms of probability, probability space. (Cont...) | Download |

3 | Random experiment, sample space, axioms of probability, probability space. (Contd...) | Download |

4 | Conditional probability, independence of events. | Download |

5 | Multiplication rule, total probability rule, Bayes's theorem. | Download |

6 | Lecture 6 | Download |

7 | Definition of Random Variable, Cumulative Distribution Function (Continued 1) | Download |

8 | Definition of Random Variable, Cumulative Distribution Function (Continued 2) | Download |

9 | Type of Random Variables, Probability Mass Function, Probability Density Function | Download |

10 | Type of Random Variables, Probability Mass Function, Probability Density Function (continued 1) | Download |

11 | Distribution of Function of Random Variables | Download |

12 | Lecture 12 | Download |

13 | Mean and Variance Continued | Download |

14 | Higher Order Moments and Moments Inequalities | Download |

15 | Higher Order Moments and Moments Inequalities Continued | Download |

16 | Generating Functions | Download |

17 | Generating Functions Continued | Download |

18 | Lecture 18 | Download |

19 | Common Discrete Distributions Continued | Download |

20 | Common Continuous Distributions | Download |

21 | Common Continuous Distributions Continued | Download |

22 | Applications of Random Variable | Download |

23 | Applications of Random Variable Continued | Download |

24 | Lecture 24 | Download |

25 | Joint probability mass function | Download |

26 | Joint probability density function | Download |

27 | Independent random variables | Download |

28 | Independent random variables Continued | Download |

29 | Lecture 29 | Download |

30 | Functions of several random variables continued | Download |

31 | Some important results | Download |

32 | Order statistics | Download |

33 | Conditional distributions | Download |

34 | Random sum | Download |

35 | Download | |

36 | Variance Covariance matrix | Download |

37 | Multivariate Normal distribution | Download |

38 | Probability generating function and Moment generating function | Download |

39 | Correlation coefficient | Download |

40 | Conditional Expectation | Download |

41 | Conditional Expectation continued. | Download |

42 | Lecture 42 | Download |

43 | Mode of Convergence (Continued) | Download |

44 | Law of Large Numbers | Download |

45 | Central Limit Theorem | Download |

46 | Central Limit Theorem (Continued) | Download |

Sl.No | Chapter Name | English |
---|---|---|

1 | Lecture 1 | PDF unavailable |

2 | Random experiment, sample space, axioms of probability, probability space. (Cont...) | PDF unavailable |

3 | Random experiment, sample space, axioms of probability, probability space. (Contd...) | PDF unavailable |

4 | Conditional probability, independence of events. | PDF unavailable |

5 | Multiplication rule, total probability rule, Bayes's theorem. | PDF unavailable |

6 | Lecture 6 | PDF unavailable |

7 | Definition of Random Variable, Cumulative Distribution Function (Continued 1) | PDF unavailable |

8 | Definition of Random Variable, Cumulative Distribution Function (Continued 2) | PDF unavailable |

9 | Type of Random Variables, Probability Mass Function, Probability Density Function | PDF unavailable |

10 | Type of Random Variables, Probability Mass Function, Probability Density Function (continued 1) | PDF unavailable |

11 | Distribution of Function of Random Variables | PDF unavailable |

12 | Lecture 12 | PDF unavailable |

13 | Mean and Variance Continued | PDF unavailable |

14 | Higher Order Moments and Moments Inequalities | PDF unavailable |

15 | Higher Order Moments and Moments Inequalities Continued | PDF unavailable |

16 | Generating Functions | PDF unavailable |

17 | Generating Functions Continued | PDF unavailable |

18 | Lecture 18 | PDF unavailable |

19 | Common Discrete Distributions Continued | PDF unavailable |

20 | Common Continuous Distributions | PDF unavailable |

21 | Common Continuous Distributions Continued | PDF unavailable |

22 | Applications of Random Variable | PDF unavailable |

23 | Applications of Random Variable Continued | PDF unavailable |

24 | Lecture 24 | PDF unavailable |

25 | Joint probability mass function | PDF unavailable |

26 | Joint probability density function | PDF unavailable |

27 | Independent random variables | PDF unavailable |

28 | Independent random variables Continued | PDF unavailable |

29 | Lecture 29 | PDF unavailable |

30 | Functions of several random variables continued | PDF unavailable |

31 | Some important results | PDF unavailable |

32 | Order statistics | PDF unavailable |

33 | Conditional distributions | PDF unavailable |

34 | Random sum | PDF unavailable |

35 | PDF unavailable | |

36 | Variance Covariance matrix | PDF unavailable |

37 | Multivariate Normal distribution | PDF unavailable |

38 | Probability generating function and Moment generating function | PDF unavailable |

39 | Correlation coefficient | PDF unavailable |

40 | Conditional Expectation | PDF unavailable |

41 | Conditional Expectation continued. | PDF unavailable |

42 | Lecture 42 | PDF unavailable |

43 | Mode of Convergence (Continued) | PDF unavailable |

44 | Law of Large Numbers | PDF unavailable |

45 | Central Limit Theorem | PDF unavailable |

46 | Central Limit Theorem (Continued) | PDF unavailable |

Sl.No | Language | Book link |
---|---|---|

1 | English | Not Available |

2 | Bengali | Not Available |

3 | Gujarati | Not Available |

4 | Hindi | Not Available |

5 | Kannada | Not Available |

6 | Malayalam | Not Available |

7 | Marathi | Not Available |

8 | Tamil | Not Available |

9 | Telugu | Not Available |