Covers: theory of Conditional probability distribution

Basic understanding of Conditional probability

- It explains what is conditional probability

Read section in Conditional probability

URL: https://machinelearningmastery.com/joint-marginal-and-conditional-probability-for-machine-learning/

Jason Brownlee

Hardik Sahi**Total time needed: **~8 minutes

- Learning Objectives
- This list will help you get an understanding about Conditional Probability in a case with >=2 Random Variables
- Potential Use Cases
- Mathematical foundations behind Deep Learning
- Target Audience
- INTERMEDIATE

Go through the following **annotated items** *in order*:

ARTICLE 1. What is conditional probability distribution

Basic understanding of Conditional probability- It explains what is conditional probability

10 minutes

ARTICLE 2. Conditional discrete distributions

Explains how Conditional distribution is related to Joint and marginal distribution for discrete cases- It describes how to evaluate conditional distribution for discrete distributions

8 minutes

ARTICLE 3. Conditional continuous distributions

Explains how Conditional distribution is related to Joint and marginal distribution for continuous cases- It describes how to evaluate conditional distribution for continuous distributions

10 minutes

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