Recipe
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Probability basics for DeepLearning - Conditional Probability

Collaborators
Reviewers
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

Concepts Covered