Probability Theory Update

Probability Theory Update

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1. Probability Basics

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Probability Experiment

Statistical Independence

2. Statistical Dependence

Dependent Events

Mutually Exclusive Events

Addition Rule for Mutually Exclusive Events

Addition Rule for Non-Mutually Exclusive Events

Multiplication Rule for Independent Events

Multiplication Rule for Dependent Events

Conditional probability

3. Learn Crucial Terms

Learn Crucial Terms

Random Variable

Discrete vs Continuous Random Variable

The Law of Large Numbers

4. Probability Functions

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Binomial Distribution

Probability Mass Function (PMF) 1/2

Probability Mass Function (PMF) 2/2

Cumulative Distribution Function (CDF) 1/2

Cumulative Distribution Function (CDF) 2/2

Probability Density Function (PDF) 1/2

Probability Density Function (PDF) 2/2

5. Distributions

Poisson Distribution 1/3

Poisson Distribution 2/3

Poisson Distribution 3/3

Standard Normal Distribution (Gaussian distribution) 1/2

Course Content

Probability Theory Update

Probability Theory Update

1. Probability Basics

Set Theory Probability Experiment Statistical Independence

2. Statistical Dependence

Dependent Events Mutually Exclusive Events Addition Rule for Mutually Exclusive Events Addition Rule for Non-Mutually Exclusive Events Multiplication Rule for Independent Events Multiplication Rule for Dependent Events Conditional probability Bayes Rule

3. Learn Crucial Terms

Random Variable Discrete vs Continuous Random Variable Expected Value The Law of Large Numbers CMT

4. Probability Functions

Binomial Distribution Probability Mass Function (PMF) 1/2 Probability Mass Function (PMF) 2/2 Cumulative Distribution Function (CDF) 1/2 Cumulative Distribution Function (CDF) 2/2 Probability Density Function (PDF) 1/2 Probability Density Function (PDF) 2/2

5. Distributions

Poisson Distribution 1/3 Poisson Distribution 2/3 Poisson Distribution 3/3 Standard Normal Distribution (Gaussian distribution) 1/2

CMT

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Everything was clear?

Section 3. Chapter 5

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CMT

Still working on it

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Section 3. Chapter 5

toggle bottom row

CMT

Still working on it

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Still working on it

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Section 3. Chapter 5

Switch to desktop for real-world practiceContinue from where you are using one of the options below

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