Indexing: R vs Python
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Indexing: R vs Python
6:53
Knowledge Building - The Bayesian Way
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Knowledge Building - The Bayesian Way
12:11
Correlation coefficient equals slope of standardized linear regression line
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Correlation coefficient equals slope of standardized linear regression line
0:54
Covariance of Scaled Random Variables
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Covariance of Scaled Random Variables
0:55
Var(aX ) = a^2 Var(X)
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Var(aX ) = a^2 Var(X)
0:59
Prove E(XY) = E(X) E(Y) if X and Y are independent.
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Prove E(XY) = E(X) E(Y) if X and Y are independent.
0:59
Covariance - Explained
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Covariance - Explained
10:31
R packages: installing, loading, using and updating R packages
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R packages: installing, loading, using and updating R packages
16:08
Joint Probability Density Functions
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Joint Probability Density Functions
14:43
Probability Density Functions
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Probability Density Functions
13:54
Joint Probability Mass Function Example
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Joint Probability Mass Function Example
7:13
Download and Install R and RStudio for Windows
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Download and Install R and RStudio for Windows
7:38
Joint Probability Distribution Of Discrete Random Variables
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Joint Probability Distribution Of Discrete Random Variables
9:59
Introduction to Multivariate Probability Distributions
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Introduction to Multivariate Probability Distributions
9:59
Chebyshev’s Inequality
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Chebyshev’s Inequality
22:35
Proof of Markov's Inequality
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Proof of Markov's Inequality
11:43
Markov's Inequality - Intuitively and visually explained
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Markov's Inequality - Intuitively and visually explained
19:30
Chi Squared Distribution
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Chi Squared Distribution
10:02
Beta Distribution
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Beta Distribution
10:02
Normal Distribution
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Normal Distribution
17:05
Gamma Distribution
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Gamma Distribution
27:58
Poisson Process and Gamma Distribution
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Poisson Process and Gamma Distribution
27:53
Integrating Normal Density Function
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Integrating Normal Density Function
12:54
Univariate transformation of a random variable
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Univariate transformation of a random variable
12:35
Uniform Distribution
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Uniform Distribution
15:21
Exponential Distribution
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Exponential Distribution
22:53
Poisson Distribution
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Poisson Distribution
18:45
Lesson 19 Hypergeometric Distribution - Introduction
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Lesson 19 Hypergeometric Distribution - Introduction
11:12
Lesson 18: Negative Binomial distribution Part II
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Lesson 18: Negative Binomial distribution Part II
24:54
Lesson 17: Geometric Distribution part II
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Lesson 17: Geometric Distribution part II
24:40
Lesson 17: Geometric Distribution Part 1
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Lesson 17: Geometric Distribution Part 1
15:45
Lesson 18: Negative Binomial Distribution - Part 1
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Lesson 18: Negative Binomial Distribution - Part 1
16:13
Lesson 16 Binomial Distribution Part 2
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Lesson 16 Binomial Distribution Part 2
14:26
Lesson 16 Bernoulli and Binomial Distribution Part 1
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Lesson 16 Bernoulli and Binomial Distribution Part 1
17:50
Lesson 15: Moment Generating Functions
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Lesson 15: Moment Generating Functions
16:53
Lesson 14: Properties of Expectation and Variance
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Lesson 14: Properties of Expectation and Variance
13:43
Lesson 13: Variance of a Random Variable
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Lesson 13: Variance of a Random Variable
5:48
Lesson 12 The Expectation of Random Variables
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Lesson 12 The Expectation of Random Variables
14:57
Lesson 11 Continuous Random Variables
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Lesson 11 Continuous Random Variables
18:15
Discrete Random Variables
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Discrete Random Variables
16:56
Lesson 9 :Random Variables - Introduction
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Lesson 9 :Random Variables - Introduction
10:50
Bayes rule Example
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Bayes rule Example
5:54
Lesson 8: Bayes rule
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Lesson 8: Bayes rule
9:18
Lesson 7 Law of Total Probability
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Lesson 7 Law of Total Probability
10:16
Independent Events Example
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Independent Events Example
5:20
Probability Lesson 6: Independent Events
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Probability Lesson 6: Independent Events
13:48
Probability Lesson 5: Conditional Probability and Multiplication Law of Probability
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Probability Lesson 5: Conditional Probability and Multiplication Law of Probability
15:52
Inclusion Exclusion Principle, DeMorgan's Law Examples
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Inclusion Exclusion Principle, DeMorgan's Law Examples
9:05
Probability Lesson 4 part 2 Counting Techniques
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Probability Lesson 4 part 2 Counting Techniques
9:04
Probability Lesson 4 Part 1: Counting Techniques
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Probability Lesson 4 Part 1: Counting Techniques
20:42
Probability Lesson 3 - Basics of Probability Theory/ Kolmogorov Axioms
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Probability Lesson 3 - Basics of Probability Theory/ Kolmogorov Axioms
17:33
Probability: Lesson 2 - Sample Space, Events and Compound Events
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Probability: Lesson 2 - Sample Space, Events and Compound Events
21:21
Probability: Lesson 1- Basics of Set Theory
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Probability: Lesson 1- Basics of Set Theory
18:29