# click the upper-left icon to select videos from the playlist
source: nptelhrd 2015年2月19日
Electrical - Probability Foundation for Electrical Engineers by Dr. Krishna Jagannathan, Department of Electrical Engineering, IIT Madras. For more details on NPTEL visit http://nptel.ac.in
01 INTRODUCTION 34:55
02 CARDINALITY AND COUNTABILITY-1 41:53
03 CARDINALITY AND COUNTABILITY-2 39:34
04 PROBABILITY SPACES-1 52:11
05 PROBABILITY SPACES-2 51:30
06 PROPERTIES OF PROBABILITY MEASURES 50:06
07 DISCRETE PROBABILITY SPACES 45:40
08 GENERATED Σ-ALGEBRA, BOREL SETS 27:19
09 BOREL SETS AND LEBESGUE MEASURE-1 50:11
10 BOREL SETS AND LEBESGUE MEASURE-2 50:27
11 THE INFINITE COIN TOSS MODEL 49:24
12 CONDITIONAL PROBABILITY AND INDEPENDENCE 50:22
13 INDEPENDENCE CONTD. 41:05
14 THE BOREL-CANTELLI LEMMAS 51:11
15 RANDOM VARIABLES 47:41
16 CUMULATIVE DISTRIBUTION FUNCTION 46:16
17 TYPES OF RANDOM VARIABLES 45:17
18 CONTINUOUS RANDOM VARIABLES 44:33
19 CONTINUOUS RANDOM VARIABLES (CONTD.) AND SINGULAR RANDOM VARIABLES 47:20
20 SEVERAL RANDOM VARIABLES 49:29
21 INDEPENDENT RANDOM VARIABLES-1 46:10
23 JOINTLY CONTINUOUS RANDOM VARIABLES 46:09
24 TRANSFORMATION OF RANDOM VARIABLES-1 52:14
25 TRANSFORMATION OF RANDOM VARIABLES-2 46:45
26 TRANSFORMATION OF RANDOM VARIABLES-3 44:38
27 TRANSFORMATION OF RANDOM VARIABLES-4 48:20
28 INTEGRATION AND EXPECTATION-1 50:21
29 INTEGRATION AND EXPECTATION-2 43:05
30 PROPERTIES OF INTEGRALS 50:28
31 MONOTONE CONVERGENCE THEOREM 47:26
32 EXPECTATION OF DICRETE RANDOM VARIABLES, EXPECTATION OVER DIFFERENT SPACES 47:29
33 EXPECTATION OF DICRETE RANDOM VARIABLES 46:17
34 FATOU’S LEMMA & DOMINATED CONVERGENCE THEOREM 42:09
35 VARIANCE AND COVARIANCE 49:01
36 COVARIANCE, CORRELATION COEFFICIENT 42:56
37 CONDITIONAL EXPECTATION 53:28
38 MMSE ESTIMATOR, TRANSFORMS 44:54
39 MOMENT GENERATING FUNCTION 50:22
40 CHARACTERISTIC FUNCTION – 1 49:21
41 CHARACTERISTIC FUNCTION – 2 43:39
42 CONCENTRATION INEQUALITIES 47:00
43 CONVERGENCE OF RANDOM VARIABLES – 1 43:49
44 CONVERGENCE OF RANDOM VARIABLES – 2 50:37
45 CONVERGENCE OF RANDOM VARIABLES – 3 45:51
46 CONVERGENCE OF CHARACTERISTIC FUNCTIONS, LIMIT THEOREMS 45:18
47 THE LAWS OF LARGE NUMBERS 49:07
48 THE CENTRAL LIMIT THEOREM 43:29
49 A BRIEF OVERVIEW OF MULTIVARIATE GAUSSIANS 58:54
1. Clicking ▼&► to (un)fold the tree menu may facilitate locating what you want to find. 2. Videos embedded here do not necessarily represent my viewpoints or preferences. 3. This is just one of my several websites. Please click the category-tags below these two lines to go to each independent website.
No comments:
Post a Comment