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Probability basics for DeepLearning - Conditional Probability
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Total time needed:
~8 minutes
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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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