Exercise: Create a Bayesian Network Using Simulated Data
Explore how to define and construct a Bayesian network using simulated data representing weather and irrigation factors. Learn to establish network structure, add edges, fit the model, and run queries to interpret baseline scenarios for informed decision-making.
We'll cover the following...
We'll cover the following...
Problem statement
Let's imagine a farmer who wants to keep the grass green and healthy throughout the year. He relies on two things to achieve this: rainfall and sprinkler irrigation. ...