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Preprocessing Data for Creating Bayesian Networks

Preprocessing Data for Creating Bayesian Networks

Learn how to structure observations in a database to train a Bayesian network effectively.

We'll cover the following...

In this lesson, we will explore the conversion of networks into Bayesian networks, where nodes represent random variables and edges represent conditional dependencies. We'll build a suitable database for training a Bayesian network and understanding the structure and relationships between nodes.

Let’s imagine this scenario: We are city planners for a small town with ten distinct ...